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
• HBPNeurorobotics / snn_object_recognition
  Spiking CNN for object recognition
  ☆12Updated 7 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…
  ☆46Updated 4 years ago
• npvoid / SDNN_python
  ☆68Updated 3 years ago
• tavanaei / Spiking-CNN
  Spiking Convolutional Neural Networks
  ☆65Updated 6 years ago
• zhouyanasd / DL-NC
  spiking-neural-networks
  ☆36Updated last week
• JuSquare / SpikeCoding
  A toolbox for neuromorphic sensing in robotics.
  ☆15Updated 3 years ago
• Shikhargupta / snn-brian-mlp
  Spiking MLP built using BRIAN
  ☆31Updated 7 years ago
• maael / SpikingNeuralNetwork
  A python implementation of a spiking neural network with STDP and Reinforcement learning methods
  ☆121Updated 7 years ago
• Sabnam-Mustari / Iris_SNN
  Feedforward spiking neural network has been trained with SpikeProp algorithm
  ☆22Updated 6 years ago
• markstrefford / Spiking-Neural-Network
  Basic SNN propogating spikes between LIF neurons
  ☆84Updated 6 years 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.
  ☆31Updated 5 months ago
• djsaunde / lm-snn
  Using spiking neurons and spike-timing-dependent plasticity to classify the MNIST handwritten digits.
  ☆156Updated 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…
  ☆59Updated 4 years ago
• sujay-pandit / spiking-neural-networks-mnist-classification
  Pure python implementation of unsupervised MNIST classification using Spiking Neural Networks (using STDP)
  ☆27Updated 2 years ago
• QQQYang / snn
  construct a spiking neural network
  ☆23Updated 6 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…
  ☆23Updated 2 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 …
  ☆13Updated 5 years ago
• nmi-lab / decolle-public
  ☆43Updated 2 years ago
• SpikeFrame / TemporalEncoding
  Supervised learning in spiking neural networks for precise temporal encoding
  ☆18Updated 5 years ago
• surrogate-gradient-learning / pytorch-lif-autograd
  ☆35Updated 3 years ago
• saunak1994 / SNNforMNIST
  A Spiking Neural Network Architecture for MNIST Digit Recognition
  ☆31Updated 6 years ago
• stonezwr / ST-RSBP
  ☆13Updated 4 years ago
• gorchard / Spiking_Motion
  Matlab code for a Spiking Neural Network for Visual Motion Estimation
  ☆24Updated 5 years ago
• chan8972 / Enabling_Spikebased_Backpropagation
  ☆33Updated 4 years ago
• BINDS-LAB-UMASS / bindsnet_experiments
  Collection of experimental Python and accompanying Bash scripts for training and evaluation of BindsNET networks.
  ☆66Updated 2 years ago
• alishdipani / NMNIST-STDP-SpiNNaker
  A Spiking Neural Network model for Digit Recognition using the N-MNIST dataset.
  ☆17Updated 4 years ago
• IGITUGraz / LSNN-official
  Long short-term memory Spiking Neural Networks
  ☆98Updated 4 years ago
• tartavull / snn-rl
  Reinforcement Learning for Spiking Neural Networks
  ☆81Updated 5 months ago
• aa-samad / conv_snn
  Code for "Convolutional spiking neural networks (SNN) for spatio-temporal feature extraction" paper
  ☆125Updated 4 years ago