diff --git a/poetry.lock b/poetry.lock
index 7b927410..b68cd184 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -32,7 +32,7 @@ python-versions = ">=3.5"
 dev = ["cloudpickle", "coverage[toml] (>=5.0.2)", "furo", "hypothesis", "mypy (>=0.900,!=0.940)", "pre-commit", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "sphinx", "sphinx-notfound-page", "zope.interface"]
 docs = ["furo", "sphinx", "sphinx-notfound-page", "zope.interface"]
 tests = ["cloudpickle", "coverage[toml] (>=5.0.2)", "hypothesis", "mypy (>=0.900,!=0.940)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "zope.interface"]
-tests_no_zope = ["cloudpickle", "coverage[toml] (>=5.0.2)", "hypothesis", "mypy (>=0.900,!=0.940)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins"]
+tests-no-zope = ["cloudpickle", "coverage[toml] (>=5.0.2)", "hypothesis", "mypy (>=0.900,!=0.940)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins"]
 
 [[package]]
 name = "bandit"
@@ -70,11 +70,11 @@ lxml = ["lxml"]
 
 [[package]]
 name = "black"
-version = "22.8.0"
+version = "22.10.0"
 description = "The uncompromising code formatter."
 category = "dev"
 optional = false
-python-versions = ">=3.6.2"
+python-versions = ">=3.7"
 
 [package.dependencies]
 click = ">=8.0.0"
@@ -107,7 +107,7 @@ css = ["tinycss2 (>=1.1.0,<1.2)"]
 dev = ["Sphinx (==4.3.2)", "black (==22.3.0)", "build (==0.8.0)", "flake8 (==4.0.1)", "hashin (==0.17.0)", "mypy (==0.961)", "pip-tools (==6.6.2)", "pytest (==7.1.2)", "tox (==3.25.0)", "twine (==4.0.1)", "wheel (==0.37.1)"]
 
 [[package]]
-name = "CacheControl"
+name = "cachecontrol"
 version = "0.12.11"
 description = "httplib2 caching for requests"
 category = "dev"
@@ -164,7 +164,7 @@ optional = false
 python-versions = ">=3.6.0"
 
 [package.extras]
-unicode_backport = ["unicodedata2"]
+unicode-backport = ["unicodedata2"]
 
 [[package]]
 name = "cleo"
@@ -191,15 +191,15 @@ colorama = {version = "*", markers = "platform_system == \"Windows\""}
 
 [[package]]
 name = "colorama"
-version = "0.4.5"
+version = "0.4.6"
 description = "Cross-platform colored terminal text."
 category = "main"
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
 
 [[package]]
 name = "contourpy"
-version = "1.0.5"
+version = "1.0.6"
 description = "Python library for calculating contours of 2D quadrilateral grids"
 category = "main"
 optional = false
@@ -210,14 +210,14 @@ numpy = ">=1.16"
 
 [package.extras]
 bokeh = ["bokeh", "selenium"]
-docs = ["docutils (<0.18)", "sphinx", "sphinx-rtd-theme"]
+docs = ["docutils (<0.18)", "sphinx (<=5.2.0)", "sphinx-rtd-theme"]
 test = ["Pillow", "flake8", "isort", "matplotlib", "pytest"]
 test-minimal = ["pytest"]
 test-no-codebase = ["Pillow", "matplotlib", "pytest"]
 
 [[package]]
 name = "coverage"
-version = "6.4.4"
+version = "6.5.0"
 description = "Code coverage measurement for Python"
 category = "dev"
 optional = false
@@ -290,7 +290,7 @@ python-versions = "*"
 
 [[package]]
 name = "dulwich"
-version = "0.20.46"
+version = "0.20.50"
 description = "Python Git Library"
 category = "dev"
 optional = false
@@ -321,6 +321,17 @@ category = "dev"
 optional = false
 python-versions = "*"
 
+[[package]]
+name = "exceptiongroup"
+version = "1.0.0"
+description = "Backport of PEP 654 (exception groups)"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+
+[package.extras]
+test = ["pytest (>=6)"]
+
 [[package]]
 name = "fastjsonschema"
 version = "2.16.2"
@@ -373,18 +384,18 @@ pycodestyle = "*"
 
 [[package]]
 name = "flake8-bugbear"
-version = "22.9.23"
+version = "22.10.27"
 description = "A plugin for flake8 finding likely bugs and design problems in your program. Contains warnings that don't belong in pyflakes and pycodestyle."
 category = "dev"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
 
 [package.dependencies]
 attrs = ">=19.2.0"
 flake8 = ">=3.0.0"
 
 [package.extras]
-dev = ["coverage", "hypothesis", "hypothesmith (>=0.2)", "pre-commit"]
+dev = ["coverage", "hypothesis", "hypothesmith (>=0.2)", "pre-commit", "tox"]
 
 [[package]]
 name = "flake8-builtins"
@@ -402,7 +413,7 @@ test = ["coverage", "coveralls", "mock", "pytest", "pytest-cov"]
 
 [[package]]
 name = "flake8-comprehensions"
-version = "3.10.0"
+version = "3.10.1"
 description = "A flake8 plugin to help you write better list/set/dict comprehensions."
 category = "dev"
 optional = false
@@ -524,7 +535,7 @@ docs = ["alabaster", "pygments-github-lexers", "recommonmark", "sphinx"]
 
 [[package]]
 name = "fonttools"
-version = "4.37.3"
+version = "4.38.0"
 description = "Tools to manipulate font files"
 category = "main"
 optional = false
@@ -556,8 +567,8 @@ python-versions = ">=3.6"
 smmap = ">=3.0.1,<6"
 
 [[package]]
-name = "GitPython"
-version = "3.1.27"
+name = "gitpython"
+version = "3.1.29"
 description = "GitPython is a python library used to interact with Git repositories"
 category = "dev"
 optional = false
@@ -605,7 +616,7 @@ python-versions = ">=3.5"
 
 [[package]]
 name = "importlib-metadata"
-version = "4.12.0"
+version = "4.13.0"
 description = "Read metadata from Python packages"
 category = "dev"
 optional = false
@@ -615,13 +626,13 @@ python-versions = ">=3.7"
 zipp = ">=0.5"
 
 [package.extras]
-docs = ["jaraco.packaging (>=9)", "rst.linker (>=1.9)", "sphinx"]
+docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)"]
 perf = ["ipython"]
-testing = ["flufl.flake8", "importlib-resources (>=1.3)", "packaging", "pyfakefs", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-flake8", "pytest-mypy (>=0.9.1)", "pytest-perf (>=0.9.2)"]
+testing = ["flake8 (<5)", "flufl.flake8", "importlib-resources (>=1.3)", "packaging", "pyfakefs", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-flake8", "pytest-mypy (>=0.9.1)", "pytest-perf (>=0.9.2)"]
 
 [[package]]
 name = "importlib-resources"
-version = "5.9.0"
+version = "5.10.0"
 description = "Read resources from Python packages"
 category = "dev"
 optional = false
@@ -631,8 +642,8 @@ python-versions = ">=3.7"
 zipp = {version = ">=3.1.0", markers = "python_version < \"3.10\""}
 
 [package.extras]
-docs = ["jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx"]
-testing = ["pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-flake8", "pytest-mypy (>=0.9.1)"]
+docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)"]
+testing = ["flake8 (<5)", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-flake8", "pytest-mypy (>=0.9.1)"]
 
 [[package]]
 name = "iniconfig"
@@ -652,12 +663,12 @@ python-versions = ">=3.6.1,<4.0"
 
 [package.extras]
 colors = ["colorama (>=0.4.3,<0.5.0)"]
-pipfile_deprecated_finder = ["pipreqs", "requirementslib"]
+pipfile-deprecated-finder = ["pipreqs", "requirementslib"]
 plugins = ["setuptools"]
-requirements_deprecated_finder = ["pip-api", "pipreqs"]
+requirements-deprecated-finder = ["pip-api", "pipreqs"]
 
 [[package]]
-name = "jaraco.classes"
+name = "jaraco-classes"
 version = "3.2.3"
 description = "Utility functions for Python class constructs"
 category = "dev"
@@ -684,7 +695,7 @@ test = ["async-timeout", "pytest", "pytest-asyncio (>=0.17)", "pytest-trio", "te
 trio = ["async_generator", "trio"]
 
 [[package]]
-name = "Jinja2"
+name = "jinja2"
 version = "3.1.2"
 description = "A very fast and expressive template engine."
 category = "dev"
@@ -717,7 +728,7 @@ format-nongpl = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-
 
 [[package]]
 name = "jupyter-client"
-version = "7.3.5"
+version = "7.4.4"
 description = "Jupyter protocol implementation and client libraries"
 category = "dev"
 optional = false
@@ -734,11 +745,11 @@ traitlets = "*"
 
 [package.extras]
 doc = ["ipykernel", "myst-parser", "sphinx (>=1.3.6)", "sphinx-rtd-theme", "sphinxcontrib-github-alt"]
-test = ["codecov", "coverage", "ipykernel (>=6.5)", "ipython", "mypy", "pre-commit", "pytest", "pytest-asyncio (>=0.18)", "pytest-cov", "pytest-timeout"]
+test = ["codecov", "coverage", "ipykernel (>=6.12)", "ipython", "mypy", "pre-commit", "pytest", "pytest-asyncio (>=0.18)", "pytest-cov", "pytest-timeout"]
 
 [[package]]
 name = "jupyter-core"
-version = "4.11.1"
+version = "4.11.2"
 description = "Jupyter core package. A base package on which Jupyter projects rely."
 category = "dev"
 optional = false
@@ -788,24 +799,24 @@ python-versions = ">=3.7"
 
 [[package]]
 name = "lava-nc"
-version = "0.5.0"
+version = "0.5.1"
 description = "A Software Framework for Neuromorphic Computing"
 category = "main"
 optional = false
 python-versions = ">=3.8, <3.11"
-develop = false
+develop = true
 
 [package.dependencies]
 asteval = "^0.9.27"
-networkx = "<=2.8"
+networkx = "<=2.8.7"
 numpy = "^1.22.2"
 scipy = "^1.8.0"
 
 [package.source]
 type = "git"
 url = "https://github.com/lava-nc/lava.git"
-reference = "main"
-resolved_reference = "41f56f0e9f30624a4ee151195adf64e4a8e6d29a"
+reference = "v0.5.1"
+resolved_reference = "d321a8b01b7cac017c52f196329c4e486558b8b7"
 
 [[package]]
 name = "linecache2"
@@ -838,7 +849,7 @@ htmlsoup = ["BeautifulSoup4"]
 source = ["Cython (>=0.29.7)"]
 
 [[package]]
-name = "MarkupSafe"
+name = "markupsafe"
 version = "2.1.1"
 description = "Safely add untrusted strings to HTML/XML markup."
 category = "dev"
@@ -847,7 +858,7 @@ python-versions = ">=3.7"
 
 [[package]]
 name = "matplotlib"
-version = "3.6.0"
+version = "3.6.1"
 description = "Python plotting package"
 category = "main"
 optional = false
@@ -883,11 +894,11 @@ python-versions = "*"
 
 [[package]]
 name = "more-itertools"
-version = "8.14.0"
+version = "9.0.0"
 description = "More routines for operating on iterables, beyond itertools"
 category = "dev"
 optional = false
-python-versions = ">=3.5"
+python-versions = ">=3.7"
 
 [[package]]
 name = "msgpack"
@@ -907,7 +918,7 @@ python-versions = "*"
 
 [[package]]
 name = "nbclient"
-version = "0.6.8"
+version = "0.7.0"
 description = "A client library for executing notebooks. Formerly nbconvert's ExecutePreprocessor."
 category = "dev"
 optional = false
@@ -959,7 +970,7 @@ webpdf = ["pyppeteer (>=1,<1.1)"]
 
 [[package]]
 name = "nbformat"
-version = "5.6.1"
+version = "5.7.0"
 description = "The Jupyter Notebook format"
 category = "dev"
 optional = false
@@ -976,7 +987,7 @@ test = ["check-manifest", "pep440", "pre-commit", "pytest", "testpath"]
 
 [[package]]
 name = "nest-asyncio"
-version = "1.5.5"
+version = "1.5.6"
 description = "Patch asyncio to allow nested event loops"
 category = "dev"
 optional = false
@@ -984,7 +995,7 @@ python-versions = ">=3.5"
 
 [[package]]
 name = "networkx"
-version = "2.8"
+version = "2.8.7"
 description = "Python package for creating and manipulating graphs and networks"
 category = "main"
 optional = false
@@ -992,8 +1003,8 @@ python-versions = ">=3.8"
 
 [package.extras]
 default = ["matplotlib (>=3.4)", "numpy (>=1.19)", "pandas (>=1.3)", "scipy (>=1.8)"]
-developer = ["mypy (>=0.942)", "pre-commit (>=2.18)"]
-doc = ["nb2plots (>=0.6)", "numpydoc (>=1.2)", "pillow (>=9.1)", "pydata-sphinx-theme (>=0.8.1)", "sphinx (>=4.5)", "sphinx-gallery (>=0.10)", "texext (>=0.6.6)"]
+developer = ["mypy (>=0.981)", "pre-commit (>=2.20)"]
+doc = ["nb2plots (>=0.6)", "numpydoc (>=1.4)", "pillow (>=9.1)", "pydata-sphinx-theme (>=0.9)", "sphinx (>=5)", "sphinx-gallery (>=0.10)", "texext (>=0.6.6)"]
 extra = ["lxml (>=4.6)", "pydot (>=1.4.2)", "pygraphviz (>=1.9)", "sympy (>=1.10)"]
 test = ["codecov (>=2.1)", "pytest (>=7.1)", "pytest-cov (>=3.0)"]
 
@@ -1010,7 +1021,7 @@ test = ["codecov (>=2.0.5)", "coverage (>=4.2)", "flake8 (>=3.0.4)", "pytest (>=
 
 [[package]]
 name = "numpy"
-version = "1.23.3"
+version = "1.23.4"
 description = "NumPy is the fundamental package for array computing with Python."
 category = "main"
 optional = false
@@ -1045,7 +1056,7 @@ python-versions = ">=3.7"
 
 [[package]]
 name = "pbr"
-version = "5.10.0"
+version = "5.11.0"
 description = "Python Build Reasonableness"
 category = "dev"
 optional = false
@@ -1074,8 +1085,8 @@ python-versions = "*"
 ptyprocess = ">=0.5"
 
 [[package]]
-name = "Pillow"
-version = "9.2.0"
+name = "pillow"
+version = "9.3.0"
 description = "Python Imaging Library (Fork)"
 category = "main"
 optional = false
@@ -1097,7 +1108,7 @@ python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*"
 testing = ["coverage", "nose"]
 
 [[package]]
-name = "pkgutil_resolve_name"
+name = "pkgutil-resolve-name"
 version = "1.3.10"
 description = "Resolve a name to an object."
 category = "dev"
@@ -1130,7 +1141,7 @@ testing = ["pytest", "pytest-benchmark"]
 
 [[package]]
 name = "poetry"
-version = "1.2.1"
+version = "1.2.2"
 description = "Python dependency management and packaging made easy."
 category = "dev"
 optional = false
@@ -1150,8 +1161,8 @@ packaging = ">=20.4"
 pexpect = ">=4.7.0,<5.0.0"
 pkginfo = ">=1.5,<2.0"
 platformdirs = ">=2.5.2,<3.0.0"
-poetry-core = "1.2.0"
-poetry-plugin-export = ">=1.0.7,<2.0.0"
+poetry-core = "1.3.2"
+poetry-plugin-export = ">=1.1.2,<2.0.0"
 requests = ">=2.18,<3.0"
 requests-toolbelt = ">=0.9.1,<0.10.0"
 shellingham = ">=1.5,<2.0"
@@ -1162,7 +1173,7 @@ xattr = {version = ">=0.9.7,<0.10.0", markers = "sys_platform == \"darwin\""}
 
 [[package]]
 name = "poetry-core"
-version = "1.2.0"
+version = "1.3.2"
 description = "Poetry PEP 517 Build Backend"
 category = "dev"
 optional = false
@@ -1170,7 +1181,7 @@ python-versions = ">=3.7,<4.0"
 
 [[package]]
 name = "poetry-plugin-export"
-version = "1.0.7"
+version = "1.1.2"
 description = "Poetry plugin to export the dependencies to various formats"
 category = "dev"
 optional = false
@@ -1192,7 +1203,7 @@ python-versions = "*"
 name = "py"
 version = "1.11.0"
 description = "library with cross-python path, ini-parsing, io, code, log facilities"
-category = "main"
+category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
 
@@ -1235,7 +1246,7 @@ optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 
 [[package]]
-name = "Pygments"
+name = "pygments"
 version = "2.13.0"
 description = "Pygments is a syntax highlighting package written in Python."
 category = "dev"
@@ -1266,7 +1277,7 @@ diagrams = ["jinja2", "railroad-diagrams"]
 
 [[package]]
 name = "pyrsistent"
-version = "0.18.1"
+version = "0.19.1"
 description = "Persistent/Functional/Immutable data structures"
 category = "dev"
 optional = false
@@ -1274,7 +1285,7 @@ python-versions = ">=3.7"
 
 [[package]]
 name = "pytest"
-version = "7.1.3"
+version = "7.2.0"
 description = "pytest: simple powerful testing with Python"
 category = "main"
 optional = false
@@ -1283,11 +1294,11 @@ python-versions = ">=3.7"
 [package.dependencies]
 attrs = ">=19.2.0"
 colorama = {version = "*", markers = "sys_platform == \"win32\""}
+exceptiongroup = {version = ">=1.0.0rc8", markers = "python_version < \"3.11\""}
 iniconfig = "*"
 packaging = "*"
 pluggy = ">=0.12,<2.0"
-py = ">=1.8.2"
-tomli = ">=1.0.0"
+tomli = {version = ">=1.0.0", markers = "python_version < \"3.11\""}
 
 [package.extras]
 testing = ["argcomplete", "hypothesis (>=3.56)", "mock", "nose", "pygments (>=2.7.2)", "requests", "xmlschema"]
@@ -1335,7 +1346,7 @@ optional = false
 python-versions = "*"
 
 [[package]]
-name = "PyYAML"
+name = "pyyaml"
 version = "6.0"
 description = "YAML parser and emitter for Python"
 category = "dev"
@@ -1370,7 +1381,7 @@ urllib3 = ">=1.21.1,<1.27"
 
 [package.extras]
 socks = ["PySocks (>=1.5.6,!=1.5.7)"]
-use_chardet_on_py3 = ["chardet (>=3.0.2,<6)"]
+use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"]
 
 [[package]]
 name = "requests-toolbelt"
@@ -1385,17 +1396,22 @@ requests = ">=2.0.1,<3.0.0"
 
 [[package]]
 name = "scipy"
-version = "1.9.1"
-description = "SciPy: Scientific Library for Python"
+version = "1.9.3"
+description = "Fundamental algorithms for scientific computing in Python"
 category = "main"
 optional = false
-python-versions = ">=3.8,<3.12"
+python-versions = ">=3.8"
 
 [package.dependencies]
-numpy = ">=1.18.5,<1.25.0"
+numpy = ">=1.18.5,<1.26.0"
+
+[package.extras]
+dev = ["flake8", "mypy", "pycodestyle", "typing_extensions"]
+doc = ["matplotlib (>2)", "numpydoc", "pydata-sphinx-theme (==0.9.0)", "sphinx (!=4.1.0)", "sphinx-panels (>=0.5.2)", "sphinx-tabs"]
+test = ["asv", "gmpy2", "mpmath", "pytest", "pytest-cov", "pytest-xdist", "scikit-umfpack", "threadpoolctl"]
 
 [[package]]
-name = "SecretStorage"
+name = "secretstorage"
 version = "3.3.3"
 description = "Python bindings to FreeDesktop.org Secret Service API"
 category = "dev"
@@ -1408,14 +1424,14 @@ jeepney = ">=0.6"
 
 [[package]]
 name = "setuptools"
-version = "65.4.0"
+version = "65.5.0"
 description = "Easily download, build, install, upgrade, and uninstall Python packages"
 category = "main"
 optional = false
 python-versions = ">=3.7"
 
 [package.extras]
-docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "pygments-github-lexers (==0.0.5)", "rst.linker (>=1.9)", "sphinx", "sphinx-favicon", "sphinx-hoverxref (<2)", "sphinx-inline-tabs", "sphinx-notfound-page (==0.8.3)", "sphinx-reredirects", "sphinxcontrib-towncrier"]
+docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "pygments-github-lexers (==0.0.5)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-favicon", "sphinx-hoverxref (<2)", "sphinx-inline-tabs", "sphinx-notfound-page (==0.8.3)", "sphinx-reredirects", "sphinxcontrib-towncrier"]
 testing = ["build[virtualenv]", "filelock (>=3.4.0)", "flake8 (<5)", "flake8-2020", "ini2toml[lite] (>=0.9)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "mock", "pip (>=19.1)", "pip-run (>=8.8)", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-flake8", "pytest-mypy (>=0.9.1)", "pytest-perf", "pytest-xdist", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel"]
 testing-integration = ["build[virtualenv]", "filelock (>=3.4.0)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "pytest", "pytest-enabler", "pytest-xdist", "tomli", "virtualenv (>=13.0.0)", "wheel"]
 
@@ -1479,7 +1495,7 @@ python-versions = ">=3.6"
 
 [[package]]
 name = "stevedore"
-version = "4.0.0"
+version = "4.1.0"
 description = "Manage dynamic plugins for Python applications"
 category = "dev"
 optional = false
@@ -1490,18 +1506,18 @@ pbr = ">=2.0.0,<2.1.0 || >2.1.0"
 
 [[package]]
 name = "tinycss2"
-version = "1.1.1"
+version = "1.2.1"
 description = "A tiny CSS parser"
 category = "dev"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
 
 [package.dependencies]
 webencodings = ">=0.4"
 
 [package.extras]
 doc = ["sphinx", "sphinx_rtd_theme"]
-test = ["coverage[toml]", "pytest", "pytest-cov", "pytest-flake8", "pytest-isort"]
+test = ["flake8", "isort", "pytest"]
 
 [[package]]
 name = "toml"
@@ -1521,11 +1537,11 @@ python-versions = ">=3.7"
 
 [[package]]
 name = "tomlkit"
-version = "0.11.5"
+version = "0.11.6"
 description = "Style preserving TOML library"
 category = "dev"
 optional = false
-python-versions = ">=3.6,<4.0"
+python-versions = ">=3.6"
 
 [[package]]
 name = "torch"
@@ -1577,18 +1593,19 @@ linecache2 = "*"
 
 [[package]]
 name = "traitlets"
-version = "5.4.0"
+version = "5.5.0"
 description = ""
 category = "dev"
 optional = false
 python-versions = ">=3.7"
 
 [package.extras]
+docs = ["myst-parser", "pydata-sphinx-theme", "sphinx"]
 test = ["pre-commit", "pytest"]
 
 [[package]]
 name = "typing-extensions"
-version = "4.3.0"
+version = "4.4.0"
 description = "Backported and Experimental Type Hints for Python 3.7+"
 category = "main"
 optional = false
@@ -1622,19 +1639,19 @@ socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"]
 
 [[package]]
 name = "virtualenv"
-version = "20.16.5"
+version = "20.16.6"
 description = "Virtual Python Environment builder"
 category = "dev"
 optional = false
 python-versions = ">=3.6"
 
 [package.dependencies]
-distlib = ">=0.3.5,<1"
+distlib = ">=0.3.6,<1"
 filelock = ">=3.4.1,<4"
 platformdirs = ">=2.4,<3"
 
 [package.extras]
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+docs = ["proselint (>=0.13)", "sphinx (>=5.3)", "sphinx-argparse (>=0.3.2)", "sphinx-rtd-theme (>=1)", "towncrier (>=22.8)"]
 testing = ["coverage (>=6.2)", "coverage-enable-subprocess (>=1)", "flaky (>=3.7)", "packaging (>=21.3)", "pytest (>=7.0.1)", "pytest-env (>=0.6.2)", "pytest-freezegun (>=0.4.2)", "pytest-mock (>=3.6.1)", "pytest-randomly (>=3.10.3)", "pytest-timeout (>=2.1)"]
 
 [[package]]
@@ -1658,20 +1675,20 @@ cffi = ">=1.0"
 
 [[package]]
 name = "zipp"
-version = "3.8.1"
+version = "3.10.0"
 description = "Backport of pathlib-compatible object wrapper for zip files"
 category = "dev"
 optional = false
 python-versions = ">=3.7"
 
 [package.extras]
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+docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)"]
+testing = ["flake8 (<5)", "func-timeout", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-flake8", "pytest-mypy (>=0.9.1)"]
 
 [metadata]
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 python-versions = ">=3.8, <3.11"
-content-hash = "d235892c4d95a42f188996c624be13f7789c62841c7694cb119b7f9f7d516e97"
+content-hash = "aaff44b8864394ea91bdd2af5392986b63c95fc2cf29c1f71592bd15ba4c9cb0"
 
 [metadata.files]
 argparse = [
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@@ -2934,12 +2992,12 @@ soupsieve = [
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@@ -2950,8 +3008,8 @@ tomli = [
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@@ -3014,12 +3072,12 @@ traceback2 = [
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@@ -3030,8 +3088,8 @@ urllib3 = [
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@@ -3095,6 +3153,6 @@ xattr = [
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 ]
diff --git a/pyproject.toml b/pyproject.toml
index a8bc7649..17faf063 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -10,7 +10,7 @@ packages = [
     {include = "tests"}
 ]
 include = ["tutorials"]
-version = "0.3.0"
+version = "0.3.1"
 description = "A library of deep learning tools, which consists of lava.lib.dl.slayer and lava.lib.dl.netx for training and deployment of event-based deep neural networks on traditional as well as neuromorphic backends. Lava-DL is part of Lava Framework"
 homepage = "https://lava-nc.org/"
 repository = "https://github.com/lava-nc/lava-dl"
@@ -47,7 +47,7 @@ classifiers = [
 [tool.poetry.dependencies]
 python = ">=3.8, <3.11"
 
-lava-nc = { git = "https://github.com/lava-nc/lava.git", branch = "main"}
+lava-nc = { git = "https://github.com/lava-nc/lava.git", branch = "main", tag = "v0.5.1", develop = true }
 
 torch = "^1.12.0"
 torchvision = "^0.13.0"