personal repository
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Sep 22, 2024 - Jupyter Notebook
personal repository
Framework for machine learning with spiking neural networks
Simulation of spiking neural networks (SNNs) using PyTorch.
Neuron++ is a library which wraps NEURON (http://www.neuron.yale.edu) with easy to use Python objects.
Efficient Spiking Neural Network framework, built on top of PyTorch for GPU acceleration
Implementation of Spiking Neural Networks (SNNs) using SpykeTorch, featuring STDP and R-STDP training methods for efficient neural computation.
A curated list of awesome cns frameworks, libraries, and software + First class pure python Tutorial Series for Spiking Neural Networks 🔥
Malleable spiking neural network framework and training platform.
Auryn: A fast simulator for spiking neural networks with synaptic plasticity
High-performance Spiking Neural Networks Library Written From Scratch with C++ and Python Interfaces.
Accelerated SNN simulator for neuromorphic computing and research in Python
spiking-neural-networks
Convolutional spiking neural network implementing voltage-dependent synaptic plasticity and single-spike integrate-and-fire neurons
Repo of the bachelor thesis 'Dynamic memory traces for sequence learning in spiking networks'
Convolutional spiking neural network implementing STDP
Implementation of some of the basic neural models and simulation of interactions between neurons in a population and learning process from scratch in Python.
A simulation of unsupervised (STDP) and reinforcement learning (Reward-based STDP) in human brain
Probably the world most FC implementation of transformers with SNNs
An extension to the SpykeTorch framework for coding SNNs with several new spiking neuron models.
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