Ecosyste.ms: Repos
An open API service providing repository metadata for many open source software ecosystems.
GitHub topics: stdp
max-talanov/1
personal repository
Language: Jupyter Notebook - Size: 192 MB - Last synced: 2 days ago - Pushed: 3 days ago - Stars: 37 - Forks: 13
BindsNET/bindsnet
Simulation of spiking neural networks (SNNs) using PyTorch.
Language: Python - Size: 29.7 MB - Last synced: about 23 hours ago - Pushed: 12 days ago - Stars: 1,438 - Forks: 332
BasBuller/PySNN
Efficient Spiking Neural Network framework, built on top of PyTorch for GPU acceleration
Language: Python - Size: 12.8 MB - Last synced: 4 days ago - Pushed: over 3 years ago - Stars: 211 - Forks: 27
bdevans/spike
Spiking neural network simulator
Language: C - Size: 857 KB - Last synced: 25 days ago - Pushed: about 6 years ago - Stars: 1 - Forks: 2
realamirhe/awesome-computational-neuro-science
A curated list of awesome cns frameworks, libraries, and software + First class pure python Tutorial Series for Spiking Neural Networks 🔥
Language: Jupyter Notebook - Size: 16.2 MB - Last synced: 4 days ago - Pushed: about 2 years ago - Stars: 43 - Forks: 9
zifeo/nest-stdpmodule 📦
A generalizable model of spike-timing dependent plasticity for the Neural Simulation Tool (NEST).
Language: Python - Size: 3.16 MB - Last synced: about 1 month ago - Pushed: over 6 years ago - Stars: 13 - Forks: 5
SpikeyCNS/spikey
Malleable spiking neural network framework and training platform.
Language: Python - Size: 1.25 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 5 - Forks: 0
dartl0l/spiking-learn
Framework for machine learning with spiking neural networks
Language: Python - Size: 570 KB - Last synced: 3 months ago - Pushed: 4 months ago - Stars: 0 - Forks: 0
fzenke/auryn
Auryn: A fast simulator for spiking neural networks with synaptic plasticity
Language: C++ - Size: 3.51 MB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 89 - Forks: 41
udion/Neurapse
Nuerapse simulations for SNNs
Language: Python - Size: 8.54 MB - Last synced: 7 months ago - Pushed: over 5 years ago - Stars: 24 - Forks: 7
ShahriarRezghi/Spyker
High-performance Spiking Neural Networks Library Written From Scratch with C++ and Python Interfaces.
Language: C++ - Size: 376 KB - Last synced: 3 months ago - Pushed: 10 months ago - Stars: 19 - Forks: 3
Thvnvtos/SNN_vs_ANN
A simple experiment to compare Artificial and Spiking Neural Networks in Sequential and Few-Shot Learning.
Language: Python - Size: 892 KB - Last synced: 11 months ago - Pushed: about 3 years ago - Stars: 3 - Forks: 0
alishdipani/NMNIST-STDP-SpiNNaker
A Spiking Neural Network model for Digit Recognition using the N-MNIST dataset.
Language: Jupyter Notebook - Size: 560 KB - Last synced: 11 months ago - Pushed: over 3 years ago - Stars: 14 - Forks: 4
ssgier/morphyne
Accelerated SNN simulator for neuromorphic computing and research in Python
Language: Python - Size: 123 KB - Last synced: 12 months ago - Pushed: 12 months ago - Stars: 0 - Forks: 0
ggoupy/SpikingConvNet
Convolutional spiking neural network implementing STDP
Language: Python - Size: 29.3 KB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 9 - Forks: 1
Jumaruba/SNN
This is a repository with implementations of neuron models, synapses, and spiking neural networks (SNN). It's still in development and it has original content in terms of code.
Language: Python - Size: 653 KB - Last synced: about 1 year ago - Pushed: almost 4 years ago - Stars: 22 - Forks: 4
ggoupy/CSNN-VDSP
Convolutional spiking neural network implementing voltage-dependent synaptic plasticity and single-spike integrate-and-fire neurons
Language: Python - Size: 5.05 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 6 - Forks: 0
verrannt/snn_speechrec
Convolutional Spiking Neural Network to recognize speech utterances using Spike-Timing-Dependent Plasticity
Language: Python - Size: 441 MB - Last synced: 9 months ago - Pushed: about 3 years ago - Stars: 7 - Forks: 0
vikram-mm/Spiking-Neural-Network---Theano-Framework
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 networks in any tensor based framework to the best of my knowledge. The various layers can be found in snn.py for dense layer and snn_conv.py for other layers. These layers are to be processed for each time step which is done using the Theano scan as a quick hack - in the snn class. The results can be found the ppt. Further details on how to use the code will be put up after later.
Language: Python - Size: 62.3 MB - Last synced: about 1 year ago - Pushed: almost 7 years ago - Stars: 9 - Forks: 3
Abtinmy/computational-neuroscience
Implementation of some of the basic neural models and simulation of interactions between neurons in a population and learning process from scratch in Python.
Language: Jupyter Notebook - Size: 3.36 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 3 - Forks: 1
zhouyanasd/DL-NC
spiking-neural-networks
Language: Python - Size: 66.3 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 36 - Forks: 9
ziemowit-s/neuronpp
Neuron++ is a library which wraps NEURON (http://www.neuron.yale.edu) with easy to use Python objects.
Language: AGS Script - Size: 6.46 MB - Last synced: 8 months ago - Pushed: 8 months ago - Stars: 6 - Forks: 3
H-Elbez/Nengo
STDP implementation for Nengo and single layer network
Language: Python - Size: 15.9 MB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 5 - Forks: 3
simonmichau/dynamic-memory-traces-for-sequence-learning-in-spiking-network 📦
Repo of the bachelor thesis 'Dynamic memory traces for sequence learning in spiking networks'
Language: Python - Size: 68 MB - Last synced: 10 months ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0
realamirhe/tsnn
Probably the world most FC implementation of transformers with SNNs
Language: Python - Size: 320 KB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 5 - Forks: 0
daevem/SpykeTorch-Extended Fork of miladmozafari/SpykeTorch
An extension to the SpykeTorch framework for coding SNNs with several new spiking neuron models.
Language: HTML - Size: 6.03 MB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 3 - Forks: 0
