thomasaimondy / SBPLinks
The biologically plausible self backpropagation on SNNs and ANNs
☆13Updated 4 years ago
Alternatives and similar repositories for SBP
Users that are interested in SBP are comparing it to the libraries listed below
Sorting:
- Pure python implementation of unsupervised MNIST classification using Spiking Neural Networks (using STDP)☆32Updated 3 years ago
- Temporal backpropagation for spiking neural networks with one spike per neuron, by S. R. Kheradpisheh and T. Masquelier, International Jo…☆64Updated 5 years ago
- Spiking Convolutional Neural Networks☆68Updated 7 years ago
- ☆103Updated last year
- Code for the model presented in the paper "A Biologically Plausible Supervised Learning Method for Spiking Neural Networks Using the Symm…☆50Updated 5 years ago
- Long short-term memory Spiking Neural Networks☆109Updated 5 years ago
- ☆42Updated 6 years ago
- FeedForward Propagation Through Time on Spiking Neural Network (SNNs)☆59Updated 3 years ago
- Accurate and efficient Spiking recurrent networks on ECG,SHD,SSC,SOLI,(p)SMNIST,TIMIT☆83Updated 2 years ago
- Datasets recorded from Neuromorphic Sensors or Conversions using Simulations of Sensors☆32Updated last year
- Basic SNN propogating spikes between LIF neurons☆87Updated 7 years ago
- Training spiking networks with hybrid ann-snn conversion and spike-based backpropagation☆102Updated 4 years ago
- A python implementation of a spiking neural network with STDP and Reinforcement learning methods☆133Updated 8 years ago
- PyTorch implementation of the eligibility propagation (e-prop) learning algorithm.☆58Updated 3 years ago
- This repo is the implementation of the spatio-temporal credit assignment （STCA） algorithm for training deep spiking neural networks.☆28Updated 6 years ago
- Code for the model presented in the paper "LISNN: Improving Spiking Neural Networks with Lateral Interactions for Robust Object Recogniti…☆12Updated 5 years ago
- A simple from scratch implementation of a Spiking-Neural-Network with STDP in Python which is beeing trained on MNIST.☆45Updated last year
- a spiking neural network module, tempotron for classification☆17Updated 5 years ago
- Tutorial for surrogate gradient learning in spiking neural networks☆47Updated last year
- ☆29Updated 5 years ago
- ☆46Updated 3 years ago
- Implementation of Long Short Term Spiking NN☆39Updated 3 years ago
- ☆38Updated 4 years ago
- ☆31Updated last year
- ☆70Updated 4 years ago
- Convolutional spiking neural network implementing voltage-dependent synaptic plasticity and single-spike integrate-and-fire neurons☆13Updated 3 years ago
- Some of my initial studies using spiking neural networks and Python☆38Updated 3 years ago
- Official implementation of Fully Spiking Variational Autoencoder [AAAI2022]☆74Updated 2 years ago
- ☆26Updated last month
- Threshold annealing in binarized spiking neural networks☆16Updated 3 years ago