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Repo of the bachelor thesis 'Dynamic memory traces for sequence learning in spiking networks'
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Nov 22, 2022 - Python
STDP promotes synchrony of inhibitory networks in the presence of heterogeneity (Talathi et al 2008)
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May 31, 2019 - C++
Spiking neural network simulator
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May 21, 2018 - C
Accelerated SNN simulator for neuromorphic computing and research in Python
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Jun 23, 2023 - Python
Framework for machine learning with spiking neural networks
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Jun 6, 2024 - Python
SNN MNIST "Unsupervised learning of digit recognition using spike-timing-dependent plasticity"
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Aug 7, 2015 - Python
A simple experiment to compare Artificial and Spiking Neural Networks in Sequential and Few-Shot Learning.
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Apr 13, 2021 - Python
A simulation of unsupervised (STDP) and reinforcement learning (Reward-based STDP) in human brain
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Aug 29, 2022 - Jupyter Notebook
Implementation of some of the basic neural models and simulation of interactions between neurons in a population and learning process from scratch in Python.
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Sep 29, 2022 - Jupyter Notebook
An extension to the SpykeTorch framework for coding SNNs with several new spiking neuron models.
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Jun 22, 2022 - HTML
Malleable spiking neural network framework and training platform.
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Feb 10, 2024 - Python
Probably the world most FC implementation of transformers with SNNs
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Jul 22, 2022 - Python
Neuron++ is a library which wraps NEURON (http://www.neuron.yale.edu) with easy to use Python objects.
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Oct 4, 2023 - AGS Script
Convolutional Spiking Neural Network to recognize speech utterances using Spike-Timing-Dependent Plasticity
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Mar 9, 2021 - Python
Spiking neural networks are biologically plausible CNNs which learn through a temporally dependent learning method known as Spike Time Dependant Plasticity (STDP)- an alternate to gradient descent. This repository contains layers built on top of Lasagne layers for spiking neural networks. This is the first implementation of spiking neural networ…
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Aug 2, 2017 - Python
Convolutional spiking neural network implementing voltage-dependent synaptic plasticity and single-spike integrate-and-fire neurons
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Dec 24, 2022 - Python
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