ESML

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5 repositories

ICONS-2024-Hands-On
Public
This repository provides the code for the hands-on session of our tutorial on generalized neuromorphic neural architectures at the International Conference on Neuromorphic Systems (ICONS) 2024, Arlington, VA.
Jupyter Notebook
•0•1•0•0•Updated Aug 2, 2024Aug 2, 2024
DeepRewire
Public
Easily create and optimize PyTorch networks as in the Deep Rewiring paper (https://igi-web.tugraz.at/PDF/241.pdf). Install using 'pip install deep_rewire'
sparse sparse-neural-networks deep-rewiring
Python
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MIT License
•0•1•1•0•Updated Jul 23, 2024Jul 23, 2024
EvNN
Public
Event-based neural networks
neural-network cuda pytorch spiking-neural-networks rnn-model sparse-neural-networks efficient-neural-networks
Python
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Apache License 2.0
•2•25•1•0•Updated Jul 7, 2024Jul 7, 2024
event-ssm
Public
Official implementation of our paper "Scalable Event-by-event Processing of Neuromorphic Sensory Signals With Deep State-Space Models"
deep-learning state-space-model event-based-camera event-based-vision
Python
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MIT License
•3•9•0•0•Updated Jun 11, 2024Jun 11, 2024
beyond-weights
Public
Implementation of pure synaptic-delay training of spiking neural networks (based on SLAYER)
spiking-neural-networks
Python
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GNU General Public License v3.0
•0•3•0•0•Updated Aug 2, 2023Aug 2, 2023