From 6d81dafe2cd695d4870fd4ebb048cc9685103f6c Mon Sep 17 00:00:00 2001 From: "C.A.P. Linssen" Date: Tue, 18 Jun 2024 18:10:27 +0200 Subject: [PATCH] fix third-factor plasticity buffering and add third factor plasticity tutorial --- .../stdp_third_factor_active_dendrite.ipynb | 470 +++++++++++------- .../printers/nest_variable_printer.py | 6 + .../synapse_post_neuron_transformer.py | 2 +- pynestml/utils/ast_utils.py | 2 +- 4 files changed, 290 insertions(+), 190 deletions(-) diff --git a/doc/tutorials/stdp_third_factor_active_dendrite/stdp_third_factor_active_dendrite.ipynb b/doc/tutorials/stdp_third_factor_active_dendrite/stdp_third_factor_active_dendrite.ipynb index c093e45be..55a411eb2 100644 --- a/doc/tutorials/stdp_third_factor_active_dendrite/stdp_third_factor_active_dendrite.ipynb +++ b/doc/tutorials/stdp_third_factor_active_dendrite/stdp_third_factor_active_dendrite.ipynb @@ -193,7 +193,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 21, "metadata": {}, "outputs": [], "source": [ @@ -201,7 +201,7 @@ " \n", " sim_time = np.amax(t_log)\n", " \n", - " fig, ax = plt.subplots(nrows=6, figsize=(8, 8))\n", + " fig, ax = plt.subplots(nrows=5, figsize=(8, 7))\n", "\n", " n_spikes = len(pre_spike_times)\n", " for i in range(n_spikes):\n", @@ -242,7 +242,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 22, "metadata": {}, "outputs": [ { @@ -280,9 +280,9 @@ }, { "data": { - "image/png": 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\n", + "image/png": 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\n", "text/plain": [ - "
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" ] }, "metadata": {}, @@ -525,13 +525,13 @@ "[27,third_factor_stdp_synapse, WARNING, [18:8;18:17]]: Variable 'd' has the same name as a physical unit!\n", "[28,third_factor_stdp_synapse, WARNING, [48:11;48:26]]: SPL_COMPARISON_OPERATOR_VISITOR : Operands of a logical rhs not compatible.([48:11;48:26])\n", "[29,third_factor_stdp_synapse, WARNING, [55:11;55:26]]: SPL_COMPARISON_OPERATOR_VISITOR : Operands of a logical rhs not compatible.([55:11;55:26])\n", - "[30,GLOBAL, INFO]: State variables that will be moved from synapse to neuron: ['post_trace', 'post_trace_kernel']\n", + "[30,GLOBAL, INFO]: State variables that will be moved from synapse to neuron: ['post_trace_kernel', 'post_trace']\n", "[31,GLOBAL, INFO]: Parameters that will be copied from synapse to neuron: ['tau_tr_post']\n", "[32,GLOBAL, INFO]: Synaptic state variables moved to neuron that will need buffering: ['I_post_dend']\n", - "[33,GLOBAL, INFO]: Moving state var defining equation(s) post_trace\n", - "[34,GLOBAL, INFO]: Moving state var defining equation(s) post_trace_kernel\n", - "[35,GLOBAL, INFO]: Moving state variables for equation(s) post_trace\n", - "[36,GLOBAL, INFO]: Moving state variables for equation(s) post_trace_kernel\n", + "[33,GLOBAL, INFO]: Moving state var defining equation(s) post_trace_kernel\n", + "[34,GLOBAL, INFO]: Moving state var defining equation(s) post_trace\n", + "[35,GLOBAL, INFO]: Moving state variables for equation(s) post_trace_kernel\n", + "[36,GLOBAL, INFO]: Moving state variables for equation(s) post_trace\n", "[37,GLOBAL, INFO]: In synapse: replacing ``continuous`` type input ports that are connected to postsynaptic neuron with external variable references\n", "[38,GLOBAL, INFO]: \t• Replacing variable I_post_dend\n", "[39,GLOBAL, INFO]: ASTSimpleExpression replacement made (var = I_post_dend) in expression: I_post_dend <= I_post_dend_peak\n", @@ -545,12 +545,11 @@ "[47,GLOBAL, INFO]: Adding suffix to variables in spike updates\n", "[48,iaf_psc_exp_active_dendrite_neuron, DEBUG, [2:0;63:0]]: Start building symbol table!\n", "[49,GLOBAL, INFO]: In synapse: replacing variables with suffixed external variable references\n", - "[50,GLOBAL, INFO]: \t• Replacing variable post_trace\n", - "[51,GLOBAL, INFO]: ASTSimpleExpression replacement made (var = post_trace__for_third_factor_stdp_synapse) in expression: alpha * lambda * (w / Wmax) ** mu_minus * post_trace\n", - "[52,GLOBAL, INFO]: \t• Replacing variable post_trace_kernel\n", + "[50,GLOBAL, INFO]: \t• Replacing variable post_trace_kernel\n", + "[51,GLOBAL, INFO]: \t• Replacing variable post_trace\n", + "[52,GLOBAL, INFO]: ASTSimpleExpression replacement made (var = post_trace__for_third_factor_stdp_synapse) in expression: alpha * lambda * (w / Wmax) ** mu_minus * post_trace\n", "[53,iaf_psc_exp_active_dendrite_neuron__with_third_factor_stdp_synapse, DEBUG, [2:0;63:0]]: Start building symbol table!\n", - "[54,third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron, DEBUG, [13:0;63:0]]: Start building symbol table!\n", - "[55,third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron, WARNING, [18:8;18:17]]: Variable 'd' has the same name as a physical unit!\n" + "[54,third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron, DEBUG, [13:0;63:0]]: Start building symbol table!\n" ] }, { @@ -618,13 +617,15 @@ "INFO:\n", "Processing function-of-time shape \"syn_kernel__X__synaptic_spikes\" with defining expression = \"e*t*exp(-t/tau_syn)/tau_syn\"\n", "DEBUG:Found t: 1\n", - "DEBUG:\tFinding ode for order 1...\n" + "DEBUG:\tFinding ode for order 1...\n", + "DEBUG:\tFinding ode for order 2...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ + "[55,third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron, WARNING, [18:8;18:17]]: Variable 'd' has the same name as a physical unit!\n", "[56,GLOBAL, INFO]: Successfully constructed neuron-synapse pair iaf_psc_exp_active_dendrite_neuron__with_third_factor_stdp_synapse, third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron\n", "[57,GLOBAL, INFO]: Analysing/transforming model 'iaf_psc_exp_active_dendrite_neuron'\n", "[58,iaf_psc_exp_active_dendrite_neuron, INFO, [2:0;63:0]]: Starts processing of the model 'iaf_psc_exp_active_dendrite_neuron'\n" @@ -634,12 +635,11 @@ "name": "stderr", "output_type": "stream", "text": [ - "DEBUG:\tFinding ode for order 2...\n", "DEBUG:\tchecking whether shape definition is satisfied...\n", "DEBUG:Shape satisfies ODE of order = 2\n", "DEBUG:Created Shape with symbol syn_kernel__X__synaptic_spikes, derivative_factors = Matrix([[-1/tau_syn**2], [-2/tau_syn]]), inhom_term = 0.0, nonlin_term = 0.0\n", "INFO:Shape syn_kernel__X__synaptic_spikes: reconstituting expression -syn_kernel__X__synaptic_spikes/tau_syn**2 - 2*syn_kernel__X__synaptic_spikes__d/tau_syn\n", - "INFO:All known variables: [V_m, I_dAP, syn_kernel__X__synaptic_spikes, syn_kernel__X__synaptic_spikes'], all parameters used in ODEs: {tau_m, tau_dAP, E_L, I_e, tau_syn, C_m}\n", + "INFO:All known variables: [V_m, I_dAP, syn_kernel__X__synaptic_spikes, syn_kernel__X__synaptic_spikes'], all parameters used in ODEs: {tau_m, I_e, tau_syn, E_L, C_m, tau_dAP}\n", "INFO:\n", "Processing differential-equation form shape V_m with defining expression = \"(-(V_m - E_L)) / tau_m + ((syn_kernel__X__synaptic_spikes * 1.0) + I_dAP + I_e) / C_m + 0 * 1.0 / 1000.0\"\n", "DEBUG:Splitting expression (E_L - V_m)/tau_m + (I_dAP + I_e + 1.0*syn_kernel__X__synaptic_spikes)/C_m (symbols [V_m, I_dAP, syn_kernel__X__synaptic_spikes, syn_kernel__X__synaptic_spikes__d, V_m])\n", @@ -784,7 +784,8 @@ "name": "stdout", "output_type": "stream", "text": [ - "[59,iaf_psc_exp_active_dendrite_neuron, DEBUG, [2:0;63:0]]: Start building symbol table!\n" + "[59,iaf_psc_exp_active_dendrite_neuron, DEBUG, [2:0;63:0]]: Start building symbol table!\n", + "[60,iaf_psc_exp_active_dendrite_neuron, INFO, [63:16;63:18]]: Implicit casting from (compatible) type 'pA' to 'real'.\n" ] }, { @@ -855,14 +856,23 @@ "INFO:\tReturning shape: Shape \"I_dAP\" of order 1\n", "INFO:Shape I_dAP: reconstituting expression -I_dAP/tau_dAP\n", "INFO:\n", - "Processing function-of-time shape \"post_trace_kernel__for_third_factor_stdp_synapse__X__post_spikes__for_third_factor_stdp_synapse\" with defining expression = \"exp(-t/tau_tr_post__for_third_factor_stdp_synapse)\"\n" + "Processing function-of-time shape \"post_trace_kernel__for_third_factor_stdp_synapse__X__post_spikes__for_third_factor_stdp_synapse\" with defining expression = \"exp(-t/tau_tr_post__for_third_factor_stdp_synapse)\"\n", + "DEBUG:Found t: 0\n", + "DEBUG:\tFinding ode for order 1...\n", + "DEBUG:Shape satisfies ODE of order = 1\n", + "DEBUG:Created Shape with symbol post_trace_kernel__for_third_factor_stdp_synapse__X__post_spikes__for_third_factor_stdp_synapse, derivative_factors = [-1/tau_tr_post__for_third_factor_stdp_synapse], inhom_term = 0.0, nonlin_term = 0.0\n", + "INFO:Shape post_trace_kernel__for_third_factor_stdp_synapse__X__post_spikes__for_third_factor_stdp_synapse: reconstituting expression -post_trace_kernel__for_third_factor_stdp_synapse__X__post_spikes__for_third_factor_stdp_synapse/tau_tr_post__for_third_factor_stdp_synapse\n", + "INFO:\n", + "Processing function-of-time shape \"syn_kernel__X__synaptic_spikes\" with defining expression = \"e*t*exp(-t/tau_syn)/tau_syn\"\n", + "DEBUG:Found t: 1\n", + "DEBUG:\tFinding ode for order 1...\n", + "DEBUG:\tFinding ode for order 2...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "[60,iaf_psc_exp_active_dendrite_neuron, INFO, [63:16;63:18]]: Implicit casting from (compatible) type 'pA' to 'real'.\n", "[61,GLOBAL, INFO]: Analysing/transforming model 'iaf_psc_exp_active_dendrite_neuron__with_third_factor_stdp_synapse'\n", "[62,iaf_psc_exp_active_dendrite_neuron__with_third_factor_stdp_synapse, INFO, [2:0;63:0]]: Starts processing of the model 'iaf_psc_exp_active_dendrite_neuron__with_third_factor_stdp_synapse'\n" ] @@ -871,21 +881,11 @@ "name": "stderr", "output_type": "stream", "text": [ - "DEBUG:Found t: 0\n", - "DEBUG:\tFinding ode for order 1...\n", - "DEBUG:Shape satisfies ODE of order = 1\n", - "DEBUG:Created Shape with symbol post_trace_kernel__for_third_factor_stdp_synapse__X__post_spikes__for_third_factor_stdp_synapse, derivative_factors = [-1/tau_tr_post__for_third_factor_stdp_synapse], inhom_term = 0.0, nonlin_term = 0.0\n", - "INFO:Shape post_trace_kernel__for_third_factor_stdp_synapse__X__post_spikes__for_third_factor_stdp_synapse: reconstituting expression -post_trace_kernel__for_third_factor_stdp_synapse__X__post_spikes__for_third_factor_stdp_synapse/tau_tr_post__for_third_factor_stdp_synapse\n", - "INFO:\n", - "Processing function-of-time shape \"syn_kernel__X__synaptic_spikes\" with defining expression = \"e*t*exp(-t/tau_syn)/tau_syn\"\n", - "DEBUG:Found t: 1\n", - "DEBUG:\tFinding ode for order 1...\n", - "DEBUG:\tFinding ode for order 2...\n", "DEBUG:\tchecking whether shape definition is satisfied...\n", "DEBUG:Shape satisfies ODE of order = 2\n", "DEBUG:Created Shape with symbol syn_kernel__X__synaptic_spikes, derivative_factors = Matrix([[-1/tau_syn**2], [-2/tau_syn]]), inhom_term = 0.0, nonlin_term = 0.0\n", "INFO:Shape syn_kernel__X__synaptic_spikes: reconstituting expression -syn_kernel__X__synaptic_spikes/tau_syn**2 - 2*syn_kernel__X__synaptic_spikes__d/tau_syn\n", - "INFO:All known variables: [V_m, I_dAP, post_trace_kernel__for_third_factor_stdp_synapse__X__post_spikes__for_third_factor_stdp_synapse, syn_kernel__X__synaptic_spikes, syn_kernel__X__synaptic_spikes'], all parameters used in ODEs: {tau_m, tau_dAP, E_L, I_e, tau_tr_post__for_third_factor_stdp_synapse, C_m, tau_syn}\n", + "INFO:All known variables: [V_m, I_dAP, post_trace_kernel__for_third_factor_stdp_synapse__X__post_spikes__for_third_factor_stdp_synapse, syn_kernel__X__synaptic_spikes, syn_kernel__X__synaptic_spikes'], all parameters used in ODEs: {tau_tr_post__for_third_factor_stdp_synapse, tau_m, I_e, tau_syn, E_L, C_m, tau_dAP}\n", "INFO:\n", "Processing differential-equation form shape V_m with defining expression = \"(-(V_m - E_L)) / tau_m + ((syn_kernel__X__synaptic_spikes * 1.0) + I_dAP + I_e) / C_m + 0 * 1.0 / 1000.0\"\n", "DEBUG:Splitting expression (E_L - V_m)/tau_m + (I_dAP + I_e + 1.0*syn_kernel__X__synaptic_spikes)/C_m (symbols [V_m, I_dAP, post_trace_kernel__for_third_factor_stdp_synapse__X__post_spikes__for_third_factor_stdp_synapse, syn_kernel__X__synaptic_spikes, syn_kernel__X__synaptic_spikes__d, V_m])\n", @@ -949,18 +949,18 @@ "DEBUG:\tnonlinear term: 0.0\n", "INFO:Shape I_dAP: reconstituting expression -I_dAP/tau_dAP\n", "DEBUG:Splitting expression -I_dAP/tau_dAP (symbols [V_m, I_dAP, post_trace_kernel__for_third_factor_stdp_synapse__X__post_spikes__for_third_factor_stdp_synapse, syn_kernel__X__synaptic_spikes, syn_kernel__X__synaptic_spikes__d])\n", - "DEBUG:\tlinear factors: Matrix([[0], [-1/tau_dAP], [0], [0], [0]])\n" + "DEBUG:\tlinear factors: Matrix([[0], [-1/tau_dAP], [0], [0], [0]])\n", + "DEBUG:\tinhomogeneous term: 0.0\n", + "DEBUG:\tnonlinear term: 0.0\n", + "INFO:Shape post_trace_kernel__for_third_factor_stdp_synapse__X__post_spikes__for_third_factor_stdp_synapse: reconstituting expression -post_trace_kernel__for_third_factor_stdp_synapse__X__post_spikes__for_third_factor_stdp_synapse/tau_tr_post__for_third_factor_stdp_synapse\n", + "DEBUG:Splitting expression -post_trace_kernel__for_third_factor_stdp_synapse__X__post_spikes__for_third_factor_stdp_synapse/tau_tr_post__for_third_factor_stdp_synapse (symbols [V_m, I_dAP, post_trace_kernel__for_third_factor_stdp_synapse__X__post_spikes__for_third_factor_stdp_synapse, syn_kernel__X__synaptic_spikes, syn_kernel__X__synaptic_spikes__d])\n", + "DEBUG:\tlinear factors: Matrix([[0], [0], [-1/tau_tr_post__for_third_factor_stdp_synapse], [0], [0]])\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ - "DEBUG:\tinhomogeneous term: 0.0\n", - "DEBUG:\tnonlinear term: 0.0\n", - "INFO:Shape post_trace_kernel__for_third_factor_stdp_synapse__X__post_spikes__for_third_factor_stdp_synapse: reconstituting expression -post_trace_kernel__for_third_factor_stdp_synapse__X__post_spikes__for_third_factor_stdp_synapse/tau_tr_post__for_third_factor_stdp_synapse\n", - "DEBUG:Splitting expression -post_trace_kernel__for_third_factor_stdp_synapse__X__post_spikes__for_third_factor_stdp_synapse/tau_tr_post__for_third_factor_stdp_synapse (symbols [V_m, I_dAP, post_trace_kernel__for_third_factor_stdp_synapse__X__post_spikes__for_third_factor_stdp_synapse, syn_kernel__X__synaptic_spikes, syn_kernel__X__synaptic_spikes__d])\n", - "DEBUG:\tlinear factors: Matrix([[0], [0], [-1/tau_tr_post__for_third_factor_stdp_synapse], [0], [0]])\n", "DEBUG:\tinhomogeneous term: 0.0\n", "DEBUG:\tnonlinear term: 0.0\n", "INFO:Shape syn_kernel__X__synaptic_spikes: reconstituting expression -syn_kernel__X__synaptic_spikes/tau_syn**2 - 2*syn_kernel__X__synaptic_spikes__d/tau_syn\n", @@ -1053,7 +1053,8 @@ "name": "stdout", "output_type": "stream", "text": [ - "[63,iaf_psc_exp_active_dendrite_neuron__with_third_factor_stdp_synapse, DEBUG, [2:0;63:0]]: Start building symbol table!\n" + "[63,iaf_psc_exp_active_dendrite_neuron__with_third_factor_stdp_synapse, DEBUG, [2:0;63:0]]: Start building symbol table!\n", + "[64,iaf_psc_exp_active_dendrite_neuron__with_third_factor_stdp_synapse, INFO, [63:16;63:18]]: Implicit casting from (compatible) type 'pA' to 'real'.\n" ] }, { @@ -1110,22 +1111,7 @@ "INFO:Saving dependency graph plot to /tmp/ode_dependency_graph.dot\n", "DEBUG:os.makedirs('/tmp')\n", "DEBUG:write lines to '/tmp/ode_dependency_graph.dot'\n", - "DEBUG:run [PosixPath('dot'), '-Kdot', '-Tpdf', '-O', 'ode_dependency_graph.dot']\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "[64,iaf_psc_exp_active_dendrite_neuron__with_third_factor_stdp_synapse, INFO, [63:16;63:18]]: Implicit casting from (compatible) type 'pA' to 'real'.\n", - "[65,GLOBAL, INFO]: Analysing/transforming synapse third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron.\n", - "[66,third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron, INFO, [13:0;63:0]]: Starts processing of the model 'third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron'\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ + "DEBUG:run [PosixPath('dot'), '-Kdot', '-Tpdf', '-O', 'ode_dependency_graph.dot']\n", "INFO:Shape pre_trace_kernel__X__pre_spikes: reconstituting expression -pre_trace_kernel__X__pre_spikes/tau_tr_pre\n", "DEBUG:Splitting expression -pre_trace_kernel__X__pre_spikes/tau_tr_pre (symbols [pre_trace_kernel__X__pre_spikes])\n", "DEBUG:\tlinear factors: Matrix([[-1/tau_tr_pre]])\n", @@ -1174,6 +1160,8 @@ "name": "stdout", "output_type": "stream", "text": [ + "[65,GLOBAL, INFO]: Analysing/transforming synapse third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron.\n", + "[66,third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron, INFO, [13:0;63:0]]: Starts processing of the model 'third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron'\n", "[67,third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron, DEBUG, [13:0;63:0]]: Start building symbol table!\n", "[68,third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron, WARNING, [18:8;18:17]]: Variable 'd' has the same name as a physical unit!\n", "[69,third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron, DEBUG, [13:0;63:0]]: Start building symbol table!\n", @@ -1240,23 +1228,12 @@ " information run \"cmake --help-policy CMP0000\".\n", "This warning is for project developers. Use -Wno-dev to suppress it.\n", "\u001b[0m\n", - "-- Configuring done (0.3s)\n", + "-- Configuring done (0.1s)\n", "-- Generating done (0.0s)\n", "-- Build files have been written to: /home/charl/julich/nestml-fork-third_factor_stdp/nestml/doc/tutorials/stdp_third_factor_active_dendrite/target\n", "[ 25%] \u001b[32mBuilding CXX object CMakeFiles/nestmlmodule_module.dir/nestmlmodule.o\u001b[0m\n", + "[ 50%] \u001b[32mBuilding CXX object CMakeFiles/nestmlmodule_module.dir/iaf_psc_exp_active_dendrite_neuron.o\u001b[0m\n", "[ 75%] \u001b[32mBuilding CXX object CMakeFiles/nestmlmodule_module.dir/iaf_psc_exp_active_dendrite_neuron__with_third_factor_stdp_synapse.o\u001b[0m\n", - "[ 75%] \u001b[32mBuilding CXX object CMakeFiles/nestmlmodule_module.dir/iaf_psc_exp_active_dendrite_neuron.o\u001b[0m\n", - "/home/charl/julich/nestml-fork-third_factor_stdp/nestml/doc/tutorials/stdp_third_factor_active_dendrite/target/iaf_psc_exp_active_dendrite_neuron.cpp: In member function ‘void iaf_psc_exp_active_dendrite_neuron::init_state_internal_()’:\n", - "/home/charl/julich/nestml-fork-third_factor_stdp/nestml/doc/tutorials/stdp_third_factor_active_dendrite/target/iaf_psc_exp_active_dendrite_neuron.cpp:197:16: warning: unused variable ‘__resolution’ [-Wunused-variable]\n", - " 197 | const double __resolution = nest::Time::get_resolution().get_ms(); // do not remove, this is necessary for the resolution() function\n", - " | ^~~~~~~~~~~~\n", - "/home/charl/julich/nestml-fork-third_factor_stdp/nestml/doc/tutorials/stdp_third_factor_active_dendrite/target/iaf_psc_exp_active_dendrite_neuron.cpp: In member function ‘virtual void iaf_psc_exp_active_dendrite_neuron::update(const nest::Time&, long int, long int)’:\n", - "/home/charl/julich/nestml-fork-third_factor_stdp/nestml/doc/tutorials/stdp_third_factor_active_dendrite/target/iaf_psc_exp_active_dendrite_neuron.cpp:301:24: warning: comparison of integer expressions of different signedness: ‘long int’ and ‘const size_t’ {aka ‘const long unsigned int’} [-Wsign-compare]\n", - " 301 | for (long i = 0; i < NUM_SPIKE_RECEPTORS; ++i)\n", - " | ~~^~~~~~~~~~~~~~~~~~~~~\n", - "/home/charl/julich/nestml-fork-third_factor_stdp/nestml/doc/tutorials/stdp_third_factor_active_dendrite/target/iaf_psc_exp_active_dendrite_neuron.cpp:296:10: warning: variable ‘get_t’ set but not used [-Wunused-but-set-variable]\n", - " 296 | auto get_t = [origin, lag](){ return nest::Time( nest::Time::step( origin.get_steps() + lag + 1) ).get_ms(); };\n", - " | ^~~~~\n", "In file included from /home/charl/julich/nestml-fork-third_factor_stdp/nestml/doc/tutorials/stdp_third_factor_active_dendrite/target/iaf_psc_exp_active_dendrite_neuron__with_third_factor_stdp_synapse.cpp:43:\n", "/home/charl/julich/nestml-fork-third_factor_stdp/nestml/doc/tutorials/stdp_third_factor_active_dendrite/target/iaf_psc_exp_active_dendrite_neuron__with_third_factor_stdp_synapse.h: In constructor ‘continuous_variable_histentry_iaf_psc_exp_active_dendrite_neuron__with_third_factor_stdp_synapse::continuous_variable_histentry_iaf_psc_exp_active_dendrite_neuron__with_third_factor_stdp_synapse(double, double)’:\n", "/home/charl/julich/nestml-fork-third_factor_stdp/nestml/doc/tutorials/stdp_third_factor_active_dendrite/target/iaf_psc_exp_active_dendrite_neuron__with_third_factor_stdp_synapse.h:108:10: warning: ‘continuous_variable_histentry_iaf_psc_exp_active_dendrite_neuron__with_third_factor_stdp_synapse::access_counter_’ will be initialized after [-Wreorder]\n", @@ -1268,6 +1245,17 @@ "/home/charl/julich/nestml-fork-third_factor_stdp/nestml/doc/tutorials/stdp_third_factor_active_dendrite/target/iaf_psc_exp_active_dendrite_neuron__with_third_factor_stdp_synapse.cpp:47:1: warning: when initialized here [-Wreorder]\n", " 47 | continuous_variable_histentry_iaf_psc_exp_active_dendrite_neuron__with_third_factor_stdp_synapse::continuous_variable_histentry_iaf_psc_exp_active_dendrite_neuron__with_third_factor_stdp_synapse( double t,\n", " | ^~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~\n", + "/home/charl/julich/nestml-fork-third_factor_stdp/nestml/doc/tutorials/stdp_third_factor_active_dendrite/target/iaf_psc_exp_active_dendrite_neuron.cpp: In member function ‘void iaf_psc_exp_active_dendrite_neuron::init_state_internal_()’:\n", + "/home/charl/julich/nestml-fork-third_factor_stdp/nestml/doc/tutorials/stdp_third_factor_active_dendrite/target/iaf_psc_exp_active_dendrite_neuron.cpp:197:16: warning: unused variable ‘__resolution’ [-Wunused-variable]\n", + " 197 | const double __resolution = nest::Time::get_resolution().get_ms(); // do not remove, this is necessary for the resolution() function\n", + " | ^~~~~~~~~~~~\n", + "/home/charl/julich/nestml-fork-third_factor_stdp/nestml/doc/tutorials/stdp_third_factor_active_dendrite/target/iaf_psc_exp_active_dendrite_neuron.cpp: In member function ‘virtual void iaf_psc_exp_active_dendrite_neuron::update(const nest::Time&, long int, long int)’:\n", + "/home/charl/julich/nestml-fork-third_factor_stdp/nestml/doc/tutorials/stdp_third_factor_active_dendrite/target/iaf_psc_exp_active_dendrite_neuron.cpp:301:24: warning: comparison of integer expressions of different signedness: ‘long int’ and ‘const size_t’ {aka ‘const long unsigned int’} [-Wsign-compare]\n", + " 301 | for (long i = 0; i < NUM_SPIKE_RECEPTORS; ++i)\n", + " | ~~^~~~~~~~~~~~~~~~~~~~~\n", + "/home/charl/julich/nestml-fork-third_factor_stdp/nestml/doc/tutorials/stdp_third_factor_active_dendrite/target/iaf_psc_exp_active_dendrite_neuron.cpp:296:10: warning: variable ‘get_t’ set but not used [-Wunused-but-set-variable]\n", + " 296 | auto get_t = [origin, lag](){ return nest::Time( nest::Time::step( origin.get_steps() + lag + 1) ).get_ms(); };\n", + " | ^~~~~\n", "/home/charl/julich/nestml-fork-third_factor_stdp/nestml/doc/tutorials/stdp_third_factor_active_dendrite/target/iaf_psc_exp_active_dendrite_neuron__with_third_factor_stdp_synapse.cpp: In member function ‘void iaf_psc_exp_active_dendrite_neuron__with_third_factor_stdp_synapse::init_state_internal_()’:\n", "/home/charl/julich/nestml-fork-third_factor_stdp/nestml/doc/tutorials/stdp_third_factor_active_dendrite/target/iaf_psc_exp_active_dendrite_neuron__with_third_factor_stdp_synapse.cpp:214:16: warning: unused variable ‘__resolution’ [-Wunused-variable]\n", " 214 | const double __resolution = nest::Time::get_resolution().get_ms(); // do not remove, this is necessary for the resolution() function\n", @@ -1278,129 +1266,105 @@ " | ~~^~~~~~~~~~~~~~~~~~~~~\n", "/home/charl/julich/nestml-fork-third_factor_stdp/nestml/doc/tutorials/stdp_third_factor_active_dendrite/target/iaf_psc_exp_active_dendrite_neuron__with_third_factor_stdp_synapse.cpp:324:10: warning: variable ‘get_t’ set but not used [-Wunused-but-set-variable]\n", " 324 | auto get_t = [origin, lag](){ return nest::Time( nest::Time::step( origin.get_steps() + lag + 1) ).get_ms(); };\n", - " | ^~~~~\n" + " | ^~~~~\n", + "In file included from /home/charl/julich/nestml-fork-third_factor_stdp/nestml/doc/tutorials/stdp_third_factor_active_dendrite/target/nestmlmodule.cpp:36:\n", + "/home/charl/julich/nestml-fork-third_factor_stdp/nestml/doc/tutorials/stdp_third_factor_active_dendrite/target/third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron.h: In instantiation of ‘nest::third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron::third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron() [with targetidentifierT = nest::TargetIdentifierPtrRport]’:\n", + "/home/charl/julich/nest-simulator-install/include/nest/connector_model.h:164:25: required from ‘nest::GenericConnectorModel::GenericConnectorModel(std::string) [with ConnectionT = nest::third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron; std::string = std::__cxx11::basic_string]’\n", + "/home/charl/julich/nest-simulator-install/include/nest/model_manager_impl.h:62:5: required from ‘void nest::ModelManager::register_connection_model(const std::string&) [with ConnectionT = nest::third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron; std::string = std::__cxx11::basic_string]’\n", + "/home/charl/julich/nest-simulator-install/include/nest/nest_impl.h:37:70: required from ‘void nest::register_connection_model(const std::string&) [with ConnectorModelT = third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron; std::string = std::__cxx11::basic_string]’\n", + "/home/charl/julich/nestml-fork-third_factor_stdp/nestml/doc/tutorials/stdp_third_factor_active_dendrite/target/third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron.h:613:104: required from here\n", + "/home/charl/julich/nestml-fork-third_factor_stdp/nestml/doc/tutorials/stdp_third_factor_active_dendrite/target/third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron.h:743:16: warning: unused variable ‘__resolution’ [-Wunused-variable]\n", + " 743 | const double __resolution = nest::Time::get_resolution().get_ms(); // do not remove, this is necessary for the resolution() function\n", + " | ^~~~~~~~~~~~\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "In file included from /home/charl/julich/nestml-fork-third_factor_stdp/nestml/doc/tutorials/stdp_third_factor_active_dendrite/target/nestmlmodule.cpp:36:\n", - "/home/charl/julich/nestml-fork-third_factor_stdp/nestml/doc/tutorials/stdp_third_factor_active_dendrite/target/third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron.h: In instantiation of ‘nest::third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron::third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron() [with targetidentifierT = nest::TargetIdentifierPtrRport]’:\n", - "/home/charl/julich/nest-simulator-install/include/nest/connector_model.h:164:25: required from ‘nest::GenericConnectorModel::GenericConnectorModel(std::string) [with ConnectionT = nest::third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron; std::string = std::__cxx11::basic_string]’\n", - "/home/charl/julich/nest-simulator-install/include/nest/model_manager_impl.h:62:5: required from ‘void nest::ModelManager::register_connection_model(const std::string&) [with ConnectionT = nest::third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron; std::string = std::__cxx11::basic_string]’\n", - "/home/charl/julich/nest-simulator-install/include/nest/nest_impl.h:37:70: required from ‘void nest::register_connection_model(const std::string&) [with ConnectorModelT = third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron; std::string = std::__cxx11::basic_string]’\n", - "/home/charl/julich/nestml-fork-third_factor_stdp/nestml/doc/tutorials/stdp_third_factor_active_dendrite/target/third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron.h:606:104: required from here\n", - "/home/charl/julich/nestml-fork-third_factor_stdp/nestml/doc/tutorials/stdp_third_factor_active_dendrite/target/third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron.h:736:16: warning: unused variable ‘__resolution’ [-Wunused-variable]\n", - " 736 | const double __resolution = nest::Time::get_resolution().get_ms(); // do not remove, this is necessary for the resolution() function\n", - " | ^~~~~~~~~~~~\n", "/home/charl/julich/nestml-fork-third_factor_stdp/nestml/doc/tutorials/stdp_third_factor_active_dendrite/target/third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron.h: In instantiation of ‘void nest::third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron::recompute_internal_variables() [with targetidentifierT = nest::TargetIdentifierPtrRport]’:\n", - "/home/charl/julich/nestml-fork-third_factor_stdp/nestml/doc/tutorials/stdp_third_factor_active_dendrite/target/third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron.h:750:3: required from ‘nest::third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron::third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron() [with targetidentifierT = nest::TargetIdentifierPtrRport]’\n", + "/home/charl/julich/nestml-fork-third_factor_stdp/nestml/doc/tutorials/stdp_third_factor_active_dendrite/target/third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron.h:757:3: required from ‘nest::third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron::third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron() [with targetidentifierT = nest::TargetIdentifierPtrRport]’\n", "/home/charl/julich/nest-simulator-install/include/nest/connector_model.h:164:25: required from ‘nest::GenericConnectorModel::GenericConnectorModel(std::string) [with ConnectionT = nest::third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron; std::string = std::__cxx11::basic_string]’\n", "/home/charl/julich/nest-simulator-install/include/nest/model_manager_impl.h:62:5: required from ‘void nest::ModelManager::register_connection_model(const std::string&) [with ConnectionT = nest::third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron; std::string = std::__cxx11::basic_string]’\n", "/home/charl/julich/nest-simulator-install/include/nest/nest_impl.h:37:70: required from ‘void nest::register_connection_model(const std::string&) [with ConnectorModelT = third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron; std::string = std::__cxx11::basic_string]’\n", - "/home/charl/julich/nestml-fork-third_factor_stdp/nestml/doc/tutorials/stdp_third_factor_active_dendrite/target/third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron.h:606:104: required from here\n", - "/home/charl/julich/nestml-fork-third_factor_stdp/nestml/doc/tutorials/stdp_third_factor_active_dendrite/target/third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron.h:724:16: warning: unused variable ‘__resolution’ [-Wunused-variable]\n", - " 724 | const double __resolution = nest::Time::get_resolution().get_ms(); // do not remove, this is necessary for the resolution() function\n", + "/home/charl/julich/nestml-fork-third_factor_stdp/nestml/doc/tutorials/stdp_third_factor_active_dendrite/target/third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron.h:613:104: required from here\n", + "/home/charl/julich/nestml-fork-third_factor_stdp/nestml/doc/tutorials/stdp_third_factor_active_dendrite/target/third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron.h:731:16: warning: unused variable ‘__resolution’ [-Wunused-variable]\n", + " 731 | const double __resolution = nest::Time::get_resolution().get_ms(); // do not remove, this is necessary for the resolution() function\n", " | ^~~~~~~~~~~~\n", "/home/charl/julich/nestml-fork-third_factor_stdp/nestml/doc/tutorials/stdp_third_factor_active_dendrite/target/third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron.h: In instantiation of ‘nest::third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron::third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron() [with targetidentifierT = nest::TargetIdentifierIndex]’:\n", "/home/charl/julich/nest-simulator-install/include/nest/connector_model.h:164:25: required from ‘nest::GenericConnectorModel::GenericConnectorModel(std::string) [with ConnectionT = nest::third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron; std::string = std::__cxx11::basic_string]’\n", "/home/charl/julich/nest-simulator-install/include/nest/model_manager_impl.h:103:34: required from ‘void nest::ModelManager::register_specific_connection_model_(const std::string&) [with CompleteConnecionT = nest::third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron; std::string = std::__cxx11::basic_string]’\n", "/home/charl/julich/nest-simulator-install/include/nest/model_manager_impl.h:67:80: required from ‘void nest::ModelManager::register_connection_model(const std::string&) [with ConnectionT = nest::third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron; std::string = std::__cxx11::basic_string]’\n", "/home/charl/julich/nest-simulator-install/include/nest/nest_impl.h:37:70: required from ‘void nest::register_connection_model(const std::string&) [with ConnectorModelT = third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron; std::string = std::__cxx11::basic_string]’\n", - "/home/charl/julich/nestml-fork-third_factor_stdp/nestml/doc/tutorials/stdp_third_factor_active_dendrite/target/third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron.h:606:104: required from here\n", - "/home/charl/julich/nestml-fork-third_factor_stdp/nestml/doc/tutorials/stdp_third_factor_active_dendrite/target/third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron.h:736:16: warning: unused variable ‘__resolution’ [-Wunused-variable]\n", - " 736 | const double __resolution = nest::Time::get_resolution().get_ms(); // do not remove, this is necessary for the resolution() function\n", + "/home/charl/julich/nestml-fork-third_factor_stdp/nestml/doc/tutorials/stdp_third_factor_active_dendrite/target/third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron.h:613:104: required from here\n", + "/home/charl/julich/nestml-fork-third_factor_stdp/nestml/doc/tutorials/stdp_third_factor_active_dendrite/target/third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron.h:743:16: warning: unused variable ‘__resolution’ [-Wunused-variable]\n", + " 743 | const double __resolution = nest::Time::get_resolution().get_ms(); // do not remove, this is necessary for the resolution() function\n", " | ^~~~~~~~~~~~\n", "/home/charl/julich/nestml-fork-third_factor_stdp/nestml/doc/tutorials/stdp_third_factor_active_dendrite/target/third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron.h: In instantiation of ‘void nest::third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron::recompute_internal_variables() [with targetidentifierT = nest::TargetIdentifierIndex]’:\n", - "/home/charl/julich/nestml-fork-third_factor_stdp/nestml/doc/tutorials/stdp_third_factor_active_dendrite/target/third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron.h:750:3: required from ‘nest::third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron::third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron() [with targetidentifierT = nest::TargetIdentifierIndex]’\n", + "/home/charl/julich/nestml-fork-third_factor_stdp/nestml/doc/tutorials/stdp_third_factor_active_dendrite/target/third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron.h:757:3: required from ‘nest::third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron::third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron() [with targetidentifierT = nest::TargetIdentifierIndex]’\n", "/home/charl/julich/nest-simulator-install/include/nest/connector_model.h:164:25: required from ‘nest::GenericConnectorModel::GenericConnectorModel(std::string) [with ConnectionT = nest::third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron; std::string = std::__cxx11::basic_string]’\n", "/home/charl/julich/nest-simulator-install/include/nest/model_manager_impl.h:103:34: required from ‘void nest::ModelManager::register_specific_connection_model_(const std::string&) [with CompleteConnecionT = nest::third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron; std::string = std::__cxx11::basic_string]’\n", "/home/charl/julich/nest-simulator-install/include/nest/model_manager_impl.h:67:80: required from ‘void nest::ModelManager::register_connection_model(const std::string&) [with ConnectionT = nest::third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron; std::string = std::__cxx11::basic_string]’\n", "/home/charl/julich/nest-simulator-install/include/nest/nest_impl.h:37:70: required from ‘void nest::register_connection_model(const std::string&) [with ConnectorModelT = third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron; std::string = std::__cxx11::basic_string]’\n", - "/home/charl/julich/nestml-fork-third_factor_stdp/nestml/doc/tutorials/stdp_third_factor_active_dendrite/target/third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron.h:606:104: required from here\n", - "/home/charl/julich/nestml-fork-third_factor_stdp/nestml/doc/tutorials/stdp_third_factor_active_dendrite/target/third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron.h:724:16: warning: unused variable ‘__resolution’ [-Wunused-variable]\n", - " 724 | const double __resolution = nest::Time::get_resolution().get_ms(); // do not remove, this is necessary for the resolution() function\n", - " | ^~~~~~~~~~~~\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ + "/home/charl/julich/nestml-fork-third_factor_stdp/nestml/doc/tutorials/stdp_third_factor_active_dendrite/target/third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron.h:613:104: required from here\n", + "/home/charl/julich/nestml-fork-third_factor_stdp/nestml/doc/tutorials/stdp_third_factor_active_dendrite/target/third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron.h:731:16: warning: unused variable ‘__resolution’ [-Wunused-variable]\n", + " 731 | const double __resolution = nest::Time::get_resolution().get_ms(); // do not remove, this is necessary for the resolution() function\n", + " | ^~~~~~~~~~~~\n", "/home/charl/julich/nestml-fork-third_factor_stdp/nestml/doc/tutorials/stdp_third_factor_active_dendrite/target/third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron.h: In instantiation of ‘bool nest::third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron::send(nest::Event&, size_t, const nest::third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuronCommonSynapseProperties&) [with targetidentifierT = nest::TargetIdentifierPtrRport; size_t = long unsigned int]’:\n", "/home/charl/julich/nest-simulator-install/include/nest/connector_base.h:391:22: required from ‘void nest::Connector::send_to_all(size_t, const std::vector&, nest::Event&) [with ConnectionT = nest::third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron; size_t = long unsigned int]’\n", "/home/charl/julich/nest-simulator-install/include/nest/connector_base.h:383:3: required from here\n", - "/home/charl/julich/nestml-fork-third_factor_stdp/nestml/doc/tutorials/stdp_third_factor_active_dendrite/target/third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron.h:475:22: warning: unused variable ‘__I_post_dend’ [-Wunused-variable]\n", - " 475 | const double __I_post_dend = histentry.I_post_dend;\n", - " | ^~~~~~~~~~~~~\n", - "/home/charl/julich/nestml-fork-third_factor_stdp/nestml/doc/tutorials/stdp_third_factor_active_dendrite/target/third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron.h:502:14: warning: variable ‘get_t’ set but not used [-Wunused-but-set-variable]\n", - " 502 | auto get_t = [_tr_t](){ return _tr_t; }; // do not remove, this is in case the predefined time variable ``t`` is used in the NESTML model\n", + "/home/charl/julich/nestml-fork-third_factor_stdp/nestml/doc/tutorials/stdp_third_factor_active_dendrite/target/third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron.h:509:14: warning: variable ‘get_t’ set but not used [-Wunused-but-set-variable]\n", + " 509 | auto get_t = [_tr_t](){ return _tr_t; }; // do not remove, this is in case the predefined time variable ``t`` is used in the NESTML model\n", " | ^~~~~\n", - "/home/charl/julich/nestml-fork-third_factor_stdp/nestml/doc/tutorials/stdp_third_factor_active_dendrite/target/third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron.h:531:14: warning: variable ‘get_t’ set but not used [-Wunused-but-set-variable]\n", - " 531 | auto get_t = [__t_spike](){ return __t_spike; }; // do not remove, this is in case the predefined time variable ``t`` is used in the NESTML model\n", + "/home/charl/julich/nestml-fork-third_factor_stdp/nestml/doc/tutorials/stdp_third_factor_active_dendrite/target/third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron.h:538:14: warning: variable ‘get_t’ set but not used [-Wunused-but-set-variable]\n", + " 538 | auto get_t = [__t_spike](){ return __t_spike; }; // do not remove, this is in case the predefined time variable ``t`` is used in the NESTML model\n", " | ^~~~~\n", - "/home/charl/julich/nestml-fork-third_factor_stdp/nestml/doc/tutorials/stdp_third_factor_active_dendrite/target/third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron.h:535:22: warning: unused variable ‘__I_post_dend’ [-Wunused-variable]\n", - " 535 | const double __I_post_dend = ((post_neuron_t*)(__target))->get_I_dAP();\n", - " | ^~~~~~~~~~~~~\n", - "/home/charl/julich/nestml-fork-third_factor_stdp/nestml/doc/tutorials/stdp_third_factor_active_dendrite/target/third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron.h:575:14: warning: variable ‘get_t’ set but not used [-Wunused-but-set-variable]\n", - " 575 | auto get_t = [__t_spike](){ return __t_spike; }; // do not remove, this is in case the predefined time variable ``t`` is used in the NESTML model\n", + "/home/charl/julich/nestml-fork-third_factor_stdp/nestml/doc/tutorials/stdp_third_factor_active_dendrite/target/third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron.h:582:14: warning: variable ‘get_t’ set but not used [-Wunused-but-set-variable]\n", + " 582 | auto get_t = [__t_spike](){ return __t_spike; }; // do not remove, this is in case the predefined time variable ``t`` is used in the NESTML model\n", " | ^~~~~\n", - "/home/charl/julich/nestml-fork-third_factor_stdp/nestml/doc/tutorials/stdp_third_factor_active_dendrite/target/third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron.h:579:22: warning: unused variable ‘__I_post_dend’ [-Wunused-variable]\n", - " 579 | const double __I_post_dend = ((post_neuron_t*)(__target))->get_I_dAP();\n", - " | ^~~~~~~~~~~~~\n", - "/home/charl/julich/nestml-fork-third_factor_stdp/nestml/doc/tutorials/stdp_third_factor_active_dendrite/target/third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron.h:430:18: warning: unused variable ‘__resolution’ [-Wunused-variable]\n", - " 430 | const double __resolution = nest::Time::get_resolution().get_ms(); // do not remove, this is necessary for the resolution() function\n", + "/home/charl/julich/nestml-fork-third_factor_stdp/nestml/doc/tutorials/stdp_third_factor_active_dendrite/target/third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron.h:437:18: warning: unused variable ‘__resolution’ [-Wunused-variable]\n", + " 437 | const double __resolution = nest::Time::get_resolution().get_ms(); // do not remove, this is necessary for the resolution() function\n", " | ^~~~~~~~~~~~\n", - "/home/charl/julich/nestml-fork-third_factor_stdp/nestml/doc/tutorials/stdp_third_factor_active_dendrite/target/third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron.h:432:10: warning: variable ‘get_thread’ set but not used [-Wunused-but-set-variable]\n", - " 432 | auto get_thread = [tid]()\n", + "/home/charl/julich/nestml-fork-third_factor_stdp/nestml/doc/tutorials/stdp_third_factor_active_dendrite/target/third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron.h:439:10: warning: variable ‘get_thread’ set but not used [-Wunused-but-set-variable]\n", + " 439 | auto get_thread = [tid]()\n", " | ^~~~~~~~~~\n", "/home/charl/julich/nestml-fork-third_factor_stdp/nestml/doc/tutorials/stdp_third_factor_active_dendrite/target/third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron.h: In instantiation of ‘bool nest::third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron::send(nest::Event&, size_t, const nest::third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuronCommonSynapseProperties&) [with targetidentifierT = nest::TargetIdentifierIndex; size_t = long unsigned int]’:\n", "/home/charl/julich/nest-simulator-install/include/nest/connector_base.h:391:22: required from ‘void nest::Connector::send_to_all(size_t, const std::vector&, nest::Event&) [with ConnectionT = nest::third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron; size_t = long unsigned int]’\n", "/home/charl/julich/nest-simulator-install/include/nest/connector_base.h:383:3: required from here\n", - "/home/charl/julich/nestml-fork-third_factor_stdp/nestml/doc/tutorials/stdp_third_factor_active_dendrite/target/third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron.h:475:22: warning: unused variable ‘__I_post_dend’ [-Wunused-variable]\n", - " 475 | const double __I_post_dend = histentry.I_post_dend;\n", - " | ^~~~~~~~~~~~~\n", - "/home/charl/julich/nestml-fork-third_factor_stdp/nestml/doc/tutorials/stdp_third_factor_active_dendrite/target/third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron.h:502:14: warning: variable ‘get_t’ set but not used [-Wunused-but-set-variable]\n", - " 502 | auto get_t = [_tr_t](){ return _tr_t; }; // do not remove, this is in case the predefined time variable ``t`` is used in the NESTML model\n", + "/home/charl/julich/nestml-fork-third_factor_stdp/nestml/doc/tutorials/stdp_third_factor_active_dendrite/target/third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron.h:509:14: warning: variable ‘get_t’ set but not used [-Wunused-but-set-variable]\n", + " 509 | auto get_t = [_tr_t](){ return _tr_t; }; // do not remove, this is in case the predefined time variable ``t`` is used in the NESTML model\n", " | ^~~~~\n", - "/home/charl/julich/nestml-fork-third_factor_stdp/nestml/doc/tutorials/stdp_third_factor_active_dendrite/target/third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron.h:531:14: warning: variable ‘get_t’ set but not used [-Wunused-but-set-variable]\n", - " 531 | auto get_t = [__t_spike](){ return __t_spike; }; // do not remove, this is in case the predefined time variable ``t`` is used in the NESTML model\n", + "/home/charl/julich/nestml-fork-third_factor_stdp/nestml/doc/tutorials/stdp_third_factor_active_dendrite/target/third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron.h:538:14: warning: variable ‘get_t’ set but not used [-Wunused-but-set-variable]\n", + " 538 | auto get_t = [__t_spike](){ return __t_spike; }; // do not remove, this is in case the predefined time variable ``t`` is used in the NESTML model\n", " | ^~~~~\n", - "/home/charl/julich/nestml-fork-third_factor_stdp/nestml/doc/tutorials/stdp_third_factor_active_dendrite/target/third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron.h:535:22: warning: unused variable ‘__I_post_dend’ [-Wunused-variable]\n", - " 535 | const double __I_post_dend = ((post_neuron_t*)(__target))->get_I_dAP();\n", - " | ^~~~~~~~~~~~~\n", - "/home/charl/julich/nestml-fork-third_factor_stdp/nestml/doc/tutorials/stdp_third_factor_active_dendrite/target/third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron.h:575:14: warning: variable ‘get_t’ set but not used [-Wunused-but-set-variable]\n", - " 575 | auto get_t = [__t_spike](){ return __t_spike; }; // do not remove, this is in case the predefined time variable ``t`` is used in the NESTML model\n", + "/home/charl/julich/nestml-fork-third_factor_stdp/nestml/doc/tutorials/stdp_third_factor_active_dendrite/target/third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron.h:582:14: warning: variable ‘get_t’ set but not used [-Wunused-but-set-variable]\n", + " 582 | auto get_t = [__t_spike](){ return __t_spike; }; // do not remove, this is in case the predefined time variable ``t`` is used in the NESTML model\n", " | ^~~~~\n", - "/home/charl/julich/nestml-fork-third_factor_stdp/nestml/doc/tutorials/stdp_third_factor_active_dendrite/target/third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron.h:579:22: warning: unused variable ‘__I_post_dend’ [-Wunused-variable]\n", - " 579 | const double __I_post_dend = ((post_neuron_t*)(__target))->get_I_dAP();\n", - " | ^~~~~~~~~~~~~\n", - "/home/charl/julich/nestml-fork-third_factor_stdp/nestml/doc/tutorials/stdp_third_factor_active_dendrite/target/third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron.h:430:18: warning: unused variable ‘__resolution’ [-Wunused-variable]\n", - " 430 | const double __resolution = nest::Time::get_resolution().get_ms(); // do not remove, this is necessary for the resolution() function\n", + "/home/charl/julich/nestml-fork-third_factor_stdp/nestml/doc/tutorials/stdp_third_factor_active_dendrite/target/third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron.h:437:18: warning: unused variable ‘__resolution’ [-Wunused-variable]\n", + " 437 | const double __resolution = nest::Time::get_resolution().get_ms(); // do not remove, this is necessary for the resolution() function\n", " | ^~~~~~~~~~~~\n", - "/home/charl/julich/nestml-fork-third_factor_stdp/nestml/doc/tutorials/stdp_third_factor_active_dendrite/target/third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron.h:432:10: warning: variable ‘get_thread’ set but not used [-Wunused-but-set-variable]\n", - " 432 | auto get_thread = [tid]()\n", + "/home/charl/julich/nestml-fork-third_factor_stdp/nestml/doc/tutorials/stdp_third_factor_active_dendrite/target/third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron.h:439:10: warning: variable ‘get_thread’ set but not used [-Wunused-but-set-variable]\n", + " 439 | auto get_thread = [tid]()\n", " | ^~~~~~~~~~\n", "/home/charl/julich/nestml-fork-third_factor_stdp/nestml/doc/tutorials/stdp_third_factor_active_dendrite/target/third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron.h: In instantiation of ‘void nest::third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron::update_internal_state_(double, double, const nest::third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuronCommonSynapseProperties&) [with targetidentifierT = nest::TargetIdentifierPtrRport]’:\n", - "/home/charl/julich/nestml-fork-third_factor_stdp/nestml/doc/tutorials/stdp_third_factor_active_dendrite/target/third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron.h:497:9: required from ‘bool nest::third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron::send(nest::Event&, size_t, const nest::third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuronCommonSynapseProperties&) [with targetidentifierT = nest::TargetIdentifierPtrRport; size_t = long unsigned int]’\n", + "/home/charl/julich/nestml-fork-third_factor_stdp/nestml/doc/tutorials/stdp_third_factor_active_dendrite/target/third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron.h:504:9: required from ‘bool nest::third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron::send(nest::Event&, size_t, const nest::third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuronCommonSynapseProperties&) [with targetidentifierT = nest::TargetIdentifierPtrRport; size_t = long unsigned int]’\n", "/home/charl/julich/nest-simulator-install/include/nest/connector_base.h:391:22: required from ‘void nest::Connector::send_to_all(size_t, const std::vector&, nest::Event&) [with ConnectionT = nest::third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron; size_t = long unsigned int]’\n", "/home/charl/julich/nest-simulator-install/include/nest/connector_base.h:383:3: required from here\n", - "/home/charl/julich/nestml-fork-third_factor_stdp/nestml/doc/tutorials/stdp_third_factor_active_dendrite/target/third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron.h:795:18: warning: unused variable ‘__resolution’ [-Wunused-variable]\n", - " 795 | const double __resolution = timestep; // do not remove, this is necessary for the resolution() function\n", + "/home/charl/julich/nestml-fork-third_factor_stdp/nestml/doc/tutorials/stdp_third_factor_active_dendrite/target/third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron.h:802:18: warning: unused variable ‘__resolution’ [-Wunused-variable]\n", + " 802 | const double __resolution = timestep; // do not remove, this is necessary for the resolution() function\n", " | ^~~~~~~~~~~~\n", - "/home/charl/julich/nestml-fork-third_factor_stdp/nestml/doc/tutorials/stdp_third_factor_active_dendrite/target/third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron.h:796:10: warning: variable ‘get_t’ set but not used [-Wunused-but-set-variable]\n", - " 796 | auto get_t = [t_start](){ return t_start; }; // do not remove, this is in case the predefined time variable ``t`` is used in the NESTML model\n", + "/home/charl/julich/nestml-fork-third_factor_stdp/nestml/doc/tutorials/stdp_third_factor_active_dendrite/target/third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron.h:803:10: warning: variable ‘get_t’ set but not used [-Wunused-but-set-variable]\n", + " 803 | auto get_t = [t_start](){ return t_start; }; // do not remove, this is in case the predefined time variable ``t`` is used in the NESTML model\n", " | ^~~~~\n", "/home/charl/julich/nestml-fork-third_factor_stdp/nestml/doc/tutorials/stdp_third_factor_active_dendrite/target/third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron.h: In instantiation of ‘void nest::third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron::update_internal_state_(double, double, const nest::third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuronCommonSynapseProperties&) [with targetidentifierT = nest::TargetIdentifierIndex]’:\n", - "/home/charl/julich/nestml-fork-third_factor_stdp/nestml/doc/tutorials/stdp_third_factor_active_dendrite/target/third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron.h:497:9: required from ‘bool nest::third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron::send(nest::Event&, size_t, const nest::third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuronCommonSynapseProperties&) [with targetidentifierT = nest::TargetIdentifierIndex; size_t = long unsigned int]’\n", + "/home/charl/julich/nestml-fork-third_factor_stdp/nestml/doc/tutorials/stdp_third_factor_active_dendrite/target/third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron.h:504:9: required from ‘bool nest::third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron::send(nest::Event&, size_t, const nest::third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuronCommonSynapseProperties&) [with targetidentifierT = nest::TargetIdentifierIndex; size_t = long unsigned int]’\n", "/home/charl/julich/nest-simulator-install/include/nest/connector_base.h:391:22: required from ‘void nest::Connector::send_to_all(size_t, const std::vector&, nest::Event&) [with ConnectionT = nest::third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron; size_t = long unsigned int]’\n", "/home/charl/julich/nest-simulator-install/include/nest/connector_base.h:383:3: required from here\n", - "/home/charl/julich/nestml-fork-third_factor_stdp/nestml/doc/tutorials/stdp_third_factor_active_dendrite/target/third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron.h:795:18: warning: unused variable ‘__resolution’ [-Wunused-variable]\n", - " 795 | const double __resolution = timestep; // do not remove, this is necessary for the resolution() function\n", + "/home/charl/julich/nestml-fork-third_factor_stdp/nestml/doc/tutorials/stdp_third_factor_active_dendrite/target/third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron.h:802:18: warning: unused variable ‘__resolution’ [-Wunused-variable]\n", + " 802 | const double __resolution = timestep; // do not remove, this is necessary for the resolution() function\n", " | ^~~~~~~~~~~~\n", - "/home/charl/julich/nestml-fork-third_factor_stdp/nestml/doc/tutorials/stdp_third_factor_active_dendrite/target/third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron.h:796:10: warning: variable ‘get_t’ set but not used [-Wunused-but-set-variable]\n", - " 796 | auto get_t = [t_start](){ return t_start; }; // do not remove, this is in case the predefined time variable ``t`` is used in the NESTML model\n", + "/home/charl/julich/nestml-fork-third_factor_stdp/nestml/doc/tutorials/stdp_third_factor_active_dendrite/target/third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron.h:803:10: warning: variable ‘get_t’ set but not used [-Wunused-but-set-variable]\n", + " 803 | auto get_t = [t_start](){ return t_start; }; // do not remove, this is in case the predefined time variable ``t`` is used in the NESTML model\n", " | ^~~~~\n" ] }, @@ -1418,29 +1382,20 @@ } ], "source": [ - "from pynestml.frontend.pynestml_frontend import generate_nest_target\n", - "\n", - "with open(\"iaf_psc_exp_active_dendrite_neuron.nestml\", \"w\") as f:\n", - " f.write(nestml_neuron_model)\n", - "with open(\"third_factor_stdp_synapse.nestml\", \"w\") as f:\n", - " f.write(nestml_synapse_model)\n", + "from pynestml.codegeneration.nest_code_generator_utils import NESTCodeGeneratorUtils\n", "\n", - " \n", "codegen_opts = {\"neuron_synapse_pairs\": [{\"neuron\": \"iaf_psc_exp_active_dendrite_neuron\",\n", " \"synapse\": \"third_factor_stdp_synapse\",\n", " \"post_ports\": [\"post_spikes\",\n", " [\"I_post_dend\", \"I_dAP\"]]}],\n", " \"delay_variable\": {\"third_factor_stdp_synapse\": \"d\"},\n", " \"weight_variable\": {\"third_factor_stdp_synapse\": \"w\"}}\n", - "input_path = [\"iaf_psc_exp_active_dendrite_neuron.nestml\",\n", - " \"third_factor_stdp_synapse.nestml\"]\n", "\n", - "generate_nest_target(input_path=input_path,\n", - " logging_level=\"DEBUG\",\n", - " codegen_opts=codegen_opts)\n", - "\n", - "neuron_model_name = \"iaf_psc_exp_active_dendrite_neuron__with_third_factor_stdp_synapse\"\n", - "synapse_model_name = \"third_factor_stdp_synapse__with_iaf_psc_exp_active_dendrite_neuron\"" + "module_name, neuron_model_name, synapse_model_name = \\\n", + " NESTCodeGeneratorUtils.generate_code_for(nestml_neuron_model,\n", + " nestml_synapse_model,\n", + " codegen_opts=codegen_opts,\n", + " logging_level=\"ERROR\") # try \"INFO\" or \"DEBUG\" for more debug information" ] }, { @@ -1457,7 +1412,9 @@ "Numerical validation\n", "--------------------\n", "\n", - "We will run some validation experiments for a small, predefined set of pre- and postsynaptic spike times." + "We will run some validation experiments for a small, predefined set of pre- and postsynaptic spike times.\n", + "\n", + "Note that in NEST, the weight update is only computed upon presynaptic spikes. Postsynaptic spikes are buffered and only processed when the next presynaptic spike arrives. This means that the weight values are only expected to match between NEST and the reference simulation at presynaptic spike times. We also make sure to have a presynaptic spike at the very end of the simulation, such that the weight value is updated yielding the final value of the weight." ] }, { @@ -1478,7 +1435,22 @@ " stepwise_values=None,\n", " reset_I_dAP_after_AP=True,\n", " validate=True): # perform validation of NESTML sim using run_reference_simulation()\n", - "\n", + " r\"\"\"\n", + " Run a simulation for two neurons (of type ``neuron_model_name``) connected by a synapse \n", + " (of type ``synapse_model_name``). The pre- and postsynaptic neuron are made to fire by\n", + " connected spike generators with times given by ``pre_spike_times`` and ``post_spike_times``.\n", + " \n", + " A stepwise-linear third factor can be supplied via the arrays ``stepwise_times`` and\n", + " ``stepwise_values`` such that at each time :math:`t_i` in ``stepwise_times``, the value\n", + " of the third factor is ``stepwise_values[i]`` for :math:`t_i <= t < t_{i+1}`.\n", + " \n", + " Plot the results.\n", + " \n", + " If ``validate`` is True, run the reference simulation to validate that the results from the\n", + " simulation are numerically correct.\n", + " \"\"\"\n", + " \n", + " \n", " if pre_spike_times is None:\n", " pre_spike_times = []\n", "\n", @@ -1688,8 +1660,8 @@ "name": "stderr", "output_type": "stream", "text": [ - "/tmp/ipykernel_1100568/1743472718.py:132: UserWarning:Attempting to set identical low and high ylims makes transformation singular; automatically expanding.\n", - "/tmp/ipykernel_1100568/1743472718.py:148: UserWarning:Data has no positive values, and therefore cannot be log-scaled.\n" + "/tmp/ipykernel_1464132/1743472718.py:132: UserWarning:Attempting to set identical low and high ylims makes transformation singular; automatically expanding.\n", + "/tmp/ipykernel_1464132/1743472718.py:148: UserWarning:Data has no positive values, and therefore cannot be log-scaled.\n" ] }, { @@ -1866,23 +1838,9 @@ "\t---> post_tr = 3.0432483008403625e-05, new weight = 0.9999329679953964\n" ] }, - { - "ename": "AssertionError", - "evalue": "\nNot equal to tolerance rtol=1e-07, atol=0\n\nMismatched elements: 1 / 1 (100%)\nMax absolute difference: 1.00518357e-06\nMax relative difference: 1.00524995e-06\n x: array(0.999933)\n y: array(0.999934)", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mAssertionError\u001b[0m Traceback (most recent call last)", - "Cell \u001b[0;32mIn [15], line 8\u001b[0m\n\u001b[1;32m 5\u001b[0m stepwise_values \u001b[38;5;241m=\u001b[39m [\u001b[38;5;241m0.\u001b[39m, \u001b[38;5;241m100.\u001b[39m, \u001b[38;5;241m0.\u001b[39m]\n\u001b[1;32m 7\u001b[0m \u001b[38;5;66;03m# run the simulation\u001b[39;00m\n\u001b[0;32m----> 8\u001b[0m timevec, t_hist, third_factor_trace, w_hist \u001b[38;5;241m=\u001b[39m \u001b[43mrun_synapse_test\u001b[49m\u001b[43m(\u001b[49m\u001b[43mneuron_model_name\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mneuron_model_name\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 9\u001b[0m \u001b[43m \u001b[49m\u001b[43msynapse_model_name\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43msynapse_model_name\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 10\u001b[0m \u001b[43m \u001b[49m\u001b[43mresolution\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;241;43m.1\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;66;43;03m# [ms]\u001b[39;49;00m\n\u001b[1;32m 11\u001b[0m \u001b[43m \u001b[49m\u001b[43mdelay\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;241;43m1.\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;66;43;03m# [ms]\u001b[39;49;00m\n\u001b[1;32m 12\u001b[0m \u001b[43m \u001b[49m\u001b[43mpre_spike_times\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mpre_spike_times\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 13\u001b[0m \u001b[43m \u001b[49m\u001b[43mpost_spike_times\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mpost_spike_times\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 14\u001b[0m \u001b[43m \u001b[49m\u001b[43mstepwise_times\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mstepwise_times\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mstepwise_values\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mstepwise_values\u001b[49m\u001b[43m)\u001b[49m\n", - "Cell \u001b[0;32mIn [9], line 163\u001b[0m, in \u001b[0;36mrun_synapse_test\u001b[0;34m(neuron_model_name, synapse_model_name, resolution, delay, sim_time, pre_spike_times, post_spike_times, fname_snip, stepwise_times, stepwise_values, reset_I_dAP_after_AP, validate)\u001b[0m\n\u001b[1;32m 161\u001b[0m np\u001b[38;5;241m.\u001b[39mtesting\u001b[38;5;241m.\u001b[39massert_allclose(t_log_ref[ref_idx], t_pre)\n\u001b[1;32m 162\u001b[0m np\u001b[38;5;241m.\u001b[39mtesting\u001b[38;5;241m.\u001b[39massert_allclose(t_hist[numeric_result_idx], t_pre)\n\u001b[0;32m--> 163\u001b[0m \u001b[43mnp\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mtesting\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43massert_allclose\u001b[49m\u001b[43m(\u001b[49m\u001b[43mw_log_ref\u001b[49m\u001b[43m[\u001b[49m\u001b[43mref_idx\u001b[49m\u001b[43m]\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mw_hist\u001b[49m\u001b[43m[\u001b[49m\u001b[43mnumeric_result_idx\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m+\u001b[39;49m\u001b[43m \u001b[49m\u001b[38;5;241;43m1\u001b[39;49m\u001b[43m]\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 165\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m timevec, t_hist, third_factor_trace, w_hist\n", - " \u001b[0;31m[... skipping hidden 1 frame]\u001b[0m\n", - "File \u001b[0;32m~/.local/lib/python3.11/site-packages/numpy/testing/_private/utils.py:844\u001b[0m, in \u001b[0;36massert_array_compare\u001b[0;34m(comparison, x, y, err_msg, verbose, header, precision, equal_nan, equal_inf)\u001b[0m\n\u001b[1;32m 840\u001b[0m err_msg \u001b[38;5;241m+\u001b[39m\u001b[38;5;241m=\u001b[39m \u001b[38;5;124m'\u001b[39m\u001b[38;5;130;01m\\n\u001b[39;00m\u001b[38;5;124m'\u001b[39m \u001b[38;5;241m+\u001b[39m \u001b[38;5;124m'\u001b[39m\u001b[38;5;130;01m\\n\u001b[39;00m\u001b[38;5;124m'\u001b[39m\u001b[38;5;241m.\u001b[39mjoin(remarks)\n\u001b[1;32m 841\u001b[0m msg \u001b[38;5;241m=\u001b[39m build_err_msg([ox, oy], err_msg,\n\u001b[1;32m 842\u001b[0m verbose\u001b[38;5;241m=\u001b[39mverbose, header\u001b[38;5;241m=\u001b[39mheader,\n\u001b[1;32m 843\u001b[0m names\u001b[38;5;241m=\u001b[39m(\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mx\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124my\u001b[39m\u001b[38;5;124m'\u001b[39m), precision\u001b[38;5;241m=\u001b[39mprecision)\n\u001b[0;32m--> 844\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mAssertionError\u001b[39;00m(msg)\n\u001b[1;32m 845\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m \u001b[38;5;167;01mValueError\u001b[39;00m:\n\u001b[1;32m 846\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01mtraceback\u001b[39;00m\n", - "\u001b[0;31mAssertionError\u001b[0m: \nNot equal to tolerance rtol=1e-07, atol=0\n\nMismatched elements: 1 / 1 (100%)\nMax absolute difference: 1.00518357e-06\nMax relative difference: 1.00524995e-06\n x: array(0.999933)\n y: array(0.999934)" - ] - }, { "data": { - "image/png": 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\n", 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\n", 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" ] @@ -1919,11 +1877,40 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 16, "metadata": { "scrolled": true }, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[t = 16.0] 3rd factor = 0.0\n", + "\tAt t = 16.0, pre spike\n", + "\t---> post_tr = 0.0, new weight = 1.0\n", + "[t = 62.0] 3rd factor = 1.0\n", + "\tAt t = 62.0, post spike\n", + "\t---> pre_tr = 0.010051835744633586, new weight = 1.0000010051835744\n", + "[t = 66.0] 3rd factor = 0.0\n", + "\tAt t = 66.0, pre spike\n", + "\t---> post_tr = 0.6703200460356393, new weight = 1.0000010051835744\n", + "[t = 166.0] 3rd factor = 0.0\n", + "\tAt t = 166.0, pre spike\n", + "\t---> post_tr = 3.0432483008403625e-05, new weight = 1.0000010051835744\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "sim_time = 101.\n", "\n", @@ -1953,9 +1940,45 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 17, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[t = 16.0] 3rd factor = 0.0\n", + "\tAt t = 16.0, pre spike\n", + "\t---> post_tr = 0.0, new weight = 1.0\n", + "[t = 66.0] 3rd factor = 0.0\n", + "\tAt t = 66.0, pre spike\n", + "\t---> post_tr = 0.0, new weight = 1.0\n", + "[t = 71.0] 3rd factor = 0.0\n", + "\tAt t = 71.0, post spike\n", + "\t---> pre_tr = 0.6106174311510975, new weight = 1.0\n", + "[t = 166.0] 3rd factor = 0.0\n", + "\tAt t = 166.0, pre spike\n", + "\t---> post_tr = 7.48518298877006e-05, new weight = 1.0\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_1464132/1743472718.py:148: UserWarning:Data has no positive values, and therefore cannot be log-scaled.\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "# run the simulation\n", "timevec, t_hist, third_factor_trace, w_hist = run_synapse_test(neuron_model_name=neuron_model_name,\n", @@ -1979,9 +2002,38 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 18, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[t = 16.0] 3rd factor = 0.0\n", + "\tAt t = 16.0, pre spike\n", + "\t---> post_tr = 0.0, new weight = 1.0\n", + "[t = 66.0] 3rd factor = 0.0\n", + "\tAt t = 66.0, pre spike\n", + "\t---> post_tr = 0.0, new weight = 1.0\n", + "[t = 76.0] 3rd factor = 1.0\n", + "\tAt t = 76.0, post spike\n", + "\t---> pre_tr = 0.37035819334810866, new weight = 1.000037035819335\n", + "[t = 166.0] 3rd factor = 0.0\n", + "\tAt t = 166.0, pre spike\n", + "\t---> post_tr = 0.00012340980408667956, new weight = 1.000037035819335\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "stepwise_times = [0., 72., 80.]\n", "stepwise_values = [0., 100., 0.]\n", @@ -2015,9 +2067,40 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 19, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[t = 11.0] 3rd factor = 0.0\n", + "\tAt t = 11.0, pre spike\n", + "\t---> post_tr = 0.0, new weight = 1.0\n", + "[t = 13.0] 3rd factor = 0.0\n", + "\tAt t = 13.0, post spike\n", + "\t---> pre_tr = 0.8187307530779818, new weight = 1.0\n", + "[t = 51.0] 3rd factor = 1.0\n", + "\tAt t = 51.0, post spike\n", + "\t---> pre_tr = 0.01831563888873418, new weight = 1.000001831563889\n", + "\tAt t = 51.0, pre spike\n", + "\t---> post_tr = 0.0223707718561656, new weight = 0.9999995944867033\n", + "[t = 101.0] 3rd factor = 0.0\n", + "\tAt t = 101.0, pre spike\n", + "\t---> post_tr = 0.006888680074180944, new weight = 0.9999995944867033\n" + ] + }, + { + "data": { + "image/png": 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\n", 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "post_spike_times = np.concatenate(([10., 50.], 60. + np.sort(np.unique(1 + np.round(2000 * np.sort(np.abs(np.random.rand(1000)))))))) # [ms]\n", "pre_spike_times = np.sort(np.unique(1 + np.round(2000 * np.sort(np.abs(np.random.rand(1000)))))) # [ms]\n", diff --git a/pynestml/codegeneration/printers/nest_variable_printer.py b/pynestml/codegeneration/printers/nest_variable_printer.py index 3f6fc61dd..aa63220b2 100644 --- a/pynestml/codegeneration/printers/nest_variable_printer.py +++ b/pynestml/codegeneration/printers/nest_variable_printer.py @@ -66,9 +66,15 @@ def print_variable(self, variable: ASTVariable) -> str: if isinstance(variable, ASTExternalVariable): _name = str(variable) if variable.get_alternate_name(): + if not variable._altscope: + # get the value from the postsynaptic partner continuous-time buffer (for post_connected_continuous_input_ports); this has been buffered in a local temp variable starting with "__" + return variable.get_alternate_name() + + # get the value from the postsynaptic partner (without time specified) # the disadvantage of this approach is that the time the value is to be obtained is not explicitly specified, so we will actually get the value at the end of the min_delay timestep return "((post_neuron_t*)(__target))->get_" + variable.get_alternate_name() + "()" + # get the value from the postsynaptic partner (with time specified) return "((post_neuron_t*)(__target))->get_" + _name + "(_tr_t)" if variable.get_name() == PredefinedVariables.E_CONSTANT: diff --git a/pynestml/transformers/synapse_post_neuron_transformer.py b/pynestml/transformers/synapse_post_neuron_transformer.py index b573a22ae..b75c62ae8 100644 --- a/pynestml/transformers/synapse_post_neuron_transformer.py +++ b/pynestml/transformers/synapse_post_neuron_transformer.py @@ -538,7 +538,7 @@ def mark_post_port(_expr=None): for state_var, alternate_name in zip(post_connected_continuous_input_ports, post_variable_names): Logger.log_message(None, -1, "\t• Replacing variable " + str(state_var), None, LoggingLevel.INFO) - ASTUtils.replace_with_external_variable(state_var, new_synapse, "", new_synapse.get_equations_blocks()[0].get_scope(), alternate_name) + ASTUtils.replace_with_external_variable(state_var, new_synapse, "", None, "__" + state_var) # # copy parameters diff --git a/pynestml/utils/ast_utils.py b/pynestml/utils/ast_utils.py index 749c44981..caa42a930 100644 --- a/pynestml/utils/ast_utils.py +++ b/pynestml/utils/ast_utils.py @@ -666,7 +666,7 @@ def get_var_name_tuples_of_neuron_synapse_pair(cls, post_port_names, post_port): return None @classmethod - def replace_with_external_variable(cls, var_name, node: ASTNode, suffix, new_scope, alternate_name=None): + def replace_with_external_variable(cls, var_name, node: ASTNode, suffix: str, new_scope, alternate_name=None): r""" Replace all occurrences of variables (``ASTVariable``s) (e.g. ``post_trace'``) in the node with ``ASTExternalVariable``s, indicating that they are moved to the postsynaptic neuron. """