ajaysub110 / mnist-pygennLinks
Implementation of the paper 'Unsupervised learning of digit recognition using spike-timing-dependent plasticity' by Peter Diehl and Matthew Cook, using the PyGeNN (Python interface of GeNN) SNN framework
☆13Updated 6 years ago
Alternatives and similar repositories for mnist-pygenn
Users that are interested in mnist-pygenn are comparing it to the libraries listed below
Sorting:
- training SNN with Resume algorithm☆11Updated 5 years ago
- Brian 2 version of Paper "Unsupervised Learning of digit recognition using STDP"☆134Updated 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
- Spiking Convolutional Neural Networks☆68Updated 6 years ago
- A Spiking Neural Network model for Digit Recognition using the N-MNIST dataset.☆18Updated 5 years ago
- Code for the model presented in the paper "A Biologically Plausible Supervised Learning Method for Spiking Neural Networks Using the Symm…☆48Updated 4 years ago
- Pytorch implementation of TSSL-BP rule for Deep Spiking Neural Networks.☆71Updated 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
- Using spiking neurons and spike-timing-dependent plasticity to classify the MNIST handwritten digits.☆167Updated 6 years ago
- ☆14Updated 5 years ago
- ☆45Updated 3 years ago
- ☆38Updated 3 years ago
- A 3-layer SNN code for performing MNIST handwritten digit recognition using a supervised spike based learning rule☆16Updated 6 years ago
- Code for DCT_SNN, an input encoding scheme for SNNs using DCT☆17Updated 4 years ago
- spiking-neural-networks☆37Updated last week
- Training spiking networks with hybrid ann-snn conversion and spike-based backpropagation☆102Updated 4 years ago
- Python2 / Brian2 implementation (attempt) of Normalized Approximate Descent based Supervised Learning Rule.☆12Updated 2 years ago
- construct a spiking neural network☆23Updated 7 years ago
- ☆255Updated 4 years ago
- Toolbox for converting analog to spiking neural networks (ANN to SNN), and running them in a spiking neuron simulator.☆382Updated 2 years ago
- a simple snn model in matlab☆22Updated 9 years ago
- ☆42Updated 6 years ago
- ☆70Updated 4 years ago
- ☆351Updated 3 years ago
- ☆55Updated 2 years ago
- Accurate and efficient Spiking recurrent networks on ECG,SHD,SSC,SOLI,(p)SMNIST,TIMIT☆83Updated 2 years ago
- Software framework for Designing and Mapping a CNN onto neuromorphic chip with crossbar array of synapses.☆11Updated 5 years ago
- Code for "Convolutional spiking neural networks (SNN) for spatio-temporal feature extraction" paper☆134Updated 4 years ago
- ☆18Updated 2 years ago
- The code associated with Comparing SNNs and RNNs on neuromorphic vision datasets: Similarities and differences.☆52Updated 4 years ago