alishdipani / NMNIST-STDP-SpiNNakerLinks
A Spiking Neural Network model for Digit Recognition using the N-MNIST dataset.
☆19Updated 5 years ago
Alternatives and similar repositories for NMNIST-STDP-SpiNNaker
Users that are interested in NMNIST-STDP-SpiNNaker are comparing it to the libraries listed below
Sorting:
- The code associated with Comparing SNNs and RNNs on neuromorphic vision datasets: Similarities and differences.☆52Updated 4 years ago
- a spiking neural network module, tempotron for classification☆17Updated 4 years ago
- A simple from scratch implementation of a Spiking-Neural-Network with STDP in Python which is beeing trained on MNIST.☆44Updated last year
- STBP is a way to train SNN with datasets by Backward propagation.Using this Repositories allows you to train SNNS with STBP and quantize …☆30Updated 3 years ago
- Code for "Convolutional spiking neural networks (SNN) for spatio-temporal feature extraction" paper☆133Updated 4 years ago
- Spiking Convolutional Neural Networks☆68Updated 6 years ago
- Training spiking networks with hybrid ann-snn conversion and spike-based backpropagation☆102Updated 4 years ago
- Basic SNN propogating spikes between LIF neurons☆86Updated 7 years ago
- A simple direct training implement for SNNs using Spatio-Temporal Backpropagation☆88Updated 2 years ago
- Spatio-temporal BP for SNNs☆231Updated 3 years ago
- Incorporating Learnable Membrane Time Constant to Enhance Learning of Spiking Neural Networks☆110Updated 3 years ago
- Pytorch implementation of TSSL-BP rule for Deep Spiking Neural Networks.☆71Updated last year
- 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
- Accurate and efficient Spiking recurrent networks on ECG,SHD,SSC,SOLI,(p)SMNIST,TIMIT☆82Updated 2 years ago
- ☆42Updated 6 years ago
- Brian 2 version of Paper "Unsupervised Learning of digit recognition using STDP"☆133Updated 4 years ago
- This repo is the implementation of the spatio-temporal credit assignment （STCA） algorithm for training deep spiking neural networks.☆27Updated 6 years ago
- Repository for content for the AMLD2020 workshop "Spiking neural networks for real-time inference tasks"☆17Updated 4 years ago
- ☆13Updated 4 years ago
- spiking-neural-networks☆37Updated 8 months ago
- ☆45Updated 3 years ago
- In this repo, Spiking recurrent neural network is applied on various task for ICONs2020☆29Updated 4 years ago
- ☆70Updated 3 years ago
- Convolutional spiking neural network implementing STDP☆20Updated 2 years ago
- ☆55Updated 2 years ago
- Code for the model presented in the paper "LISNN: Improving Spiking Neural Networks with Lateral Interactions for Robust Object Recogniti…☆11Updated 4 years ago
- Threshold annealing in binarized spiking neural networks☆16Updated 3 years ago
- A python implementation of a spiking neural network with STDP and Reinforcement learning methods☆128Updated 8 years ago
- ☆255Updated 4 years ago
- Using spiking neurons and spike-timing-dependent plasticity to classify the MNIST handwritten digits.☆166Updated 6 years ago