Alternatives and similar repositories for spore-nest-module

Users that are interested in spore-nest-module are comparing it to the libraries listed below

• fzenke / pub2018superspike
  Code from our paper: SuperSpike: Supervised learning in multi-layer spiking neural networks.
  ☆58Updated 7 years ago
• google / ihmehimmeli
  ☆143Updated 4 years ago
• jordan-g / Segregated-Dendrite-Deep-Learning
  Deep learning in a spiking neural network using segregated dendrites.
  ☆85Updated 8 years ago
• djsaunde / spiketorch
  Experiments with spiking neural networks (SNNs) in PyTorch. See https://github.com/BINDS-LAB-UMASS/bindsnet for the successor to this pro…
  ☆90Updated 7 years ago
• fzenke / auryn
  Auryn: A fast simulator for spiking neural networks with synaptic plasticity
  ☆104Updated 8 months ago
• tartavull / snn-rl
  Reinforcement Learning for Spiking Neural Networks
  ☆86Updated last year
• IGITUGraz / eligibility_propagation
  ☆98Updated last year
• BasBuller / PySNN
  Efficient Spiking Neural Network framework, built on top of PyTorch for GPU acceleration
  ☆231Updated last year
• ThomasMiconi / BiologicallyPlausibleLearningRNN
  Code for "Biologically plausible learning in recurrent neural networks", Miconi et al. eLife 2017
  ☆37Updated 6 years ago
• IGITUGraz / L2L
  Learning to Learn: Gradient-free Optimization framework
  ☆36Updated 4 years ago
• brian-team / brian2genn
  Brian 2 frontend to the GeNN simulator
  ☆48Updated this week
• NeuralEnsemble / PyNN
  A Python package for simulator-independent specification of neuronal network models.
  ☆298Updated 2 months ago
• SpiNNakerManchester / sPyNNaker
  The SpiNNaker implementation of the PyNN neural networking language
  ☆114Updated this week
• nengo / nengo-dl
  Deep learning integration for Nengo
  ☆92Updated 8 months ago
• IGITUGraz / LSM
  Liquid State Machines in Python and NEST
  ☆75Updated 5 years ago
• BINDS-LAB-UMASS / bindsnet_experiments
  Collection of experimental Python and accompanying Bash scripts for training and evaluation of BindsNET networks.
  ☆66Updated 3 years ago
• IGITUGraz / LSNN-official
  Long short-term memory Spiking Neural Networks
  ☆107Updated 5 years ago
• ilennaj / ktree
  Polished code for "Can a single neuron solve MNIST? The computational power of biological dendritic trees”
  ☆48Updated 5 years ago
• ricardodeazambuja / Bee
  The Spiking Reservoir (Liquid State Machine - LSM) Simulator
  ☆60Updated 2 years ago
• jsseely / tensorflow-target-prop
  Training neural networks with target propagation
  ☆13Updated 8 years ago
• bscellier / Towards-a-Biologically-Plausible-Backprop
  ☆115Updated last year
• lolemacs / pytorch-eventprop
  A PyTorch implementation of EventProp [https://arxiv.org/abs/2009.08378], a method to train Spiking Neural Networks
  ☆52Updated 5 years ago
• colinator / spikeflow
  Python library for easy creation and running of spiking neural networks in tensorflow.
  ☆31Updated 6 years ago
• fmi-basel / latent-predictive-learning
  Code to accompany our paper "The combination of Hebbian and predictive plasticity learns invariant object representations in deep sensory…
  ☆29Updated 10 months ago
• fzenke / spytorch
  Tutorial for surrogate gradient learning in spiking neural networks
  ☆344Updated last year
• jordan-g / Burstprop
  Code to train on MNIST, CIFAR-10 and ImageNet using burstprop.
  ☆38Updated 4 years ago
• Shikhargupta / Spiking-Restricted-Boltzmann-Machine
  RBM implemented with spiking neurons in Python. Contrastive Divergence used to train the network.
  ☆29Updated 8 years ago
• miladmozafari / SpykeTorch
  High-speed simulator of convolutional spiking neural networks with at most one spike per neuron.
  ☆395Updated 4 years ago
• eneftci / eCD
  Event-Driven CD in Spiking Neural Networks
  ☆20Updated 9 years ago
• BINDS-LAB-UMASS / bindsnet
  Simulation of spiking neural networks (SNNs) using PyTorch.
  ☆44Updated last year