Alternatives and similar repositories for stdp-mnist

Users that are interested in stdp-mnist are comparing it to the libraries listed below

• kastger / spiking-neural-network
  Learning with spiking neural networks using STDP synapses. Python, PyNN, NEST-simulator, numpy
  ☆10Updated 4 years ago
• haoyz / sym-STDP-SNN
  Code for the model presented in the paper "A Biologically Plausible Supervised Learning Method for Spiking Neural Networks Using the Symm…
  ☆47Updated 4 years ago
• HBPNeurorobotics / snn_object_recognition
  Spiking CNN for object recognition
  ☆12Updated 8 years ago
• QQQYang / snn
  construct a spiking neural network
  ☆23Updated 7 years ago
• tavanaei / Spiking-CNN
  Spiking Convolutional Neural Networks
  ☆69Updated 6 years ago
• npvoid / SDNN_python
  ☆70Updated 3 years ago
• juliancervos / stdp-nmnist
  Repository for the master thesis titled "Local Unsupervised Learning of Multimodal Event-Based Data with Spiking Neural Networks", by Jul…
  ☆24Updated 2 weeks ago
• maael / SpikingNeuralNetwork
  A python implementation of a spiking neural network with STDP and Reinforcement learning methods
  ☆129Updated 8 years ago
• Sabnam-Mustari / Iris_SNN
  Feedforward spiking neural network has been trained with SpikeProp algorithm
  ☆22Updated 7 years ago
• zhouyanasd / DL-NC
  spiking-neural-networks
  ☆37Updated 5 months ago
• sujay-pandit / spiking-neural-networks-mnist-classification
  Pure python implementation of unsupervised MNIST classification using Spiking Neural Networks (using STDP)
  ☆30Updated 3 years ago
• markstrefford / Spiking-Neural-Network
  Basic SNN propogating spikes between LIF neurons
  ☆84Updated 6 years ago
• nmi-lab / decolle-public
  ☆45Updated 2 years ago
• aa-samad / conv_snn
  Code for "Convolutional spiking neural networks (SNN) for spatio-temporal feature extraction" paper
  ☆131Updated 4 years ago
• SpikeFrame / TemporalEncoding
  Supervised learning in spiking neural networks for precise temporal encoding
  ☆18Updated 6 years ago
• surrogate-gradient-learning / pytorch-lif-autograd
  ☆38Updated 3 years ago
• Shikhargupta / snn-brian-mlp
  Spiking MLP built using BRIAN
  ☆31Updated 7 years ago
• JuSquare / SpikeCoding
  A toolbox for neuromorphic sensing in robotics.
  ☆16Updated 4 years ago
• IGITUGraz / LSNN-official
  Long short-term memory Spiking Neural Networks
  ☆104Updated 5 years ago
• SRKH / S4NN
  Temporal backpropagation for spiking neural networks with one spike per neuron, by S. R. Kheradpisheh and T. Masquelier, International Jo…
  ☆61Updated 4 years ago
• Squirtle-gpj / STCA-DSNN
  This repo is the implementation of the spatio-temporal credit assignment （STCA） algorithm for training deep spiking neural networks.
  ☆26Updated 5 years ago
• tudelft / cuSNN
  Spiking Neural Networks in C++ with strong GPU acceleration through CUDA
  ☆129Updated 4 years ago
• gorchard / Spiking_Motion
  Matlab code for a Spiking Neural Network for Visual Motion Estimation
  ☆25Updated 6 years ago
• laurence-lin / tempotron
  a spiking neural network module, tempotron for classification
  ☆17Updated 4 years ago
• uzh-rpg / snn_angular_velocity
  Event-Based Angular Velocity Regression with Spiking Networks
  ☆111Updated 3 years ago
• XiaoquinNUDT / Three-SNN-learning-algorithms-in-Brian2
  The repository offer the simulation scripts of three different single-layer SNN learning algorihtms proposed by Querlioz, Diehl and this …
  ☆15Updated 5 years ago
• stonezwr / ST-RSBP
  ☆13Updated 4 years ago
• chan8972 / Enabling_Spikebased_Backpropagation
  ☆34Updated 5 years ago
• tartavull / snn-rl
  Reinforcement Learning for Spiking Neural Networks
  ☆83Updated 10 months ago
• cowolff / Simple-Spiking-Neural-Network-STDP
  A simple from scratch implementation of a Spiking-Neural-Network with STDP in Python which is beeing trained on MNIST.
  ☆41Updated 9 months ago