Pure python implementation of unsupervised MNIST classification using Spiking Neural Networks (using STDP)
☆32Mar 28, 2022Updated 3 years ago
Alternatives and similar repositories for spiking-neural-networks-mnist-classification
Users that are interested in spiking-neural-networks-mnist-classification are comparing it to the libraries listed below
Sorting:
- A simple from scratch implementation of a Spiking-Neural-Network with STDP in Python which is beeing trained on MNIST.☆47Aug 30, 2024Updated last year
- Repository for code, data, and other artifacts for "Minibatch Processing in Spiking Neural Networks"☆14Nov 5, 2019Updated 6 years ago
- The biologically plausible self backpropagation on SNNs and ANNs☆13Aug 27, 2021Updated 4 years ago
- a spiking neural network module, tempotron for classification☆17Jan 13, 2021Updated 5 years ago
- ☆363Mar 3, 2022Updated 4 years ago
- Brian 2 version of Paper "Unsupervised Learning of digit recognition using STDP"☆136Feb 24, 2021Updated 5 years ago
- A spiking neural network undergoes plastic changes based on the timing of neural spikes (MATLAB).☆10Feb 27, 2015Updated 11 years ago
- Learning with spiking neural networks using STDP synapses. Python, PyNN, NEST-simulator, numpy☆10Aug 25, 2020Updated 5 years ago
- A python implementation of a spiking neural network with STDP and Reinforcement learning methods☆133Jun 6, 2017Updated 8 years ago
- Spiking neural networks (SNNs) for speech classification☆12Mar 14, 2022Updated 3 years ago
- Repository for the master thesis titled "Local Unsupervised Learning of Multimodal Event-Based Data with Spiking Neural Networks", by Jul…☆28Jun 10, 2025Updated 9 months ago
- Code for the model presented in the paper "A Biologically Plausible Supervised Learning Method for Spiking Neural Networks Using the Symm…☆50Nov 9, 2020Updated 5 years ago
- Using spiking neurons and spike-timing-dependent plasticity to classify the MNIST handwritten digits.☆171Jun 10, 2019Updated 6 years ago
- Pure python implementation of SNN☆1,173Jul 29, 2022Updated 3 years ago
- What about coding a Spiking Neural Network using an automatic differentiation framework? In SNNs, there is a time axis and the neural net…☆276Nov 6, 2022Updated 3 years ago
- Code and data to the publication "SpikE: spike-based embeddings for multi-relational graph data".☆15Apr 12, 2023Updated 2 years ago
- ☆18Oct 15, 2021Updated 4 years ago
- ☆14May 15, 2020Updated 5 years ago
- ☆17Dec 18, 2020Updated 5 years ago
- Reimplementation of the paper "STDP-based spiking deep convolutional neural networks for object recognition"☆18Jul 18, 2023Updated 2 years ago
- Code for training binary and WTA SNNs☆17Mar 25, 2022Updated 3 years ago
- Threshold annealing in binarized spiking neural networks☆15May 23, 2022Updated 3 years ago
- ☆14Dec 2, 2021Updated 4 years ago
- Feedforward spiking neural network has been trained with SpikeProp algorithm☆22Feb 6, 2018Updated 8 years ago
- ☆14Jul 22, 2021Updated 4 years ago
- PyTorch Implementation of Online Training of Spiking Recurrent Neural Networks with Phase-Change Memory Synapses☆21Sep 25, 2021Updated 4 years ago
- old repository, maintained version is at https://github.com/rth/pysofia☆27May 20, 2016Updated 9 years ago
- A 3-layer SNN code for performing MNIST handwritten digit recognition using a supervised spike based learning rule☆16Nov 5, 2018Updated 7 years ago
- A Spiking Neural Network model for Digit Recognition using the N-MNIST dataset.☆19Sep 15, 2020Updated 5 years ago
- The PyNN 0.8 interface to sPyNNaker.☆19Mar 15, 2022Updated 3 years ago
- Event-Driven CD in Spiking Neural Networks☆20Mar 17, 2016Updated 9 years ago
- Simulation of spiking neural networks (SNNs) using PyTorch.☆1,656Feb 12, 2026Updated 3 weeks ago
- Code for "Convolutional spiking neural networks (SNN) for spatio-temporal feature extraction" paper☆139Oct 22, 2020Updated 5 years ago
- A PyTorch implementation of EventProp [https://arxiv.org/abs/2009.08378], a method to train Spiking Neural Networks☆52Sep 28, 2020Updated 5 years ago
- Experiments with spiking neural networks (SNNs) in PyTorch. See https://github.com/BINDS-LAB-UMASS/bindsnet for the successor to this pro…☆90Mar 15, 2018Updated 7 years ago
- NEST Desktop is a web-based GUI for NEST Simulator and other simulators of spiking networks.☆22Feb 4, 2026Updated last month
- Simple structured learning framework for python☆38Apr 26, 2016Updated 9 years ago
- Basic SNN propogating spikes between LIF neurons☆87Aug 28, 2018Updated 7 years ago
- An implementation of a differentiable point process and a differentiable spiking neural network.☆22Jun 8, 2021Updated 4 years ago