Pure python implementation of unsupervised MNIST classification using Spiking Neural Networks (using STDP)
☆31Mar 28, 2022Updated 4 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. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Repository for code, data, and other artifacts for "Minibatch Processing in Spiking Neural Networks"☆14Nov 5, 2019Updated 6 years ago
- A simple from scratch implementation of a Spiking-Neural-Network with STDP in Python which is beeing trained on MNIST.☆49Aug 30, 2024Updated last year
- a spiking neural network module, tempotron for classification☆17Jan 13, 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
- Training spiking networks with hybrid ann-snn conversion and spike-based backpropagation☆103Apr 4, 2021Updated 5 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- The biologically plausible self backpropagation on SNNs and ANNs☆13Aug 27, 2021Updated 4 years ago
- Learning with spiking neural networks using STDP synapses. Python, PyNN, NEST-simulator, numpy☆10Aug 25, 2020Updated 5 years ago
- Brian 2 version of Paper "Unsupervised Learning of digit recognition using STDP"☆137Feb 24, 2021Updated 5 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 10 months ago
- Spiking neural networks (SNNs) for speech classification☆12Mar 14, 2022Updated 4 years ago
- A python implementation of a spiking neural network with STDP and Reinforcement learning methods☆134Jun 6, 2017Updated 8 years ago
- Code and data to the publication "SpikE: spike-based embeddings for multi-relational graph data".☆15Apr 12, 2023Updated 3 years ago
- Threshold annealing in binarized spiking neural networks☆15May 23, 2022Updated 3 years 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
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Reimplementation of the paper "STDP-based spiking deep convolutional neural networks for object recognition"☆19Jul 18, 2023Updated 2 years ago
- Feedforward spiking neural network has been trained with SpikeProp algorithm☆22Feb 6, 2018Updated 8 years ago
- ☆14Dec 2, 2021Updated 4 years ago
- An implementation of a differentiable point process and a differentiable spiking neural network.☆22Jun 8, 2021Updated 4 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…☆275Nov 6, 2022Updated 3 years ago
- PyTorch Implementation of Online Training of Spiking Recurrent Neural Networks with Phase-Change Memory Synapses☆21Sep 25, 2021Updated 4 years ago
- The PyNN 0.8 interface to sPyNNaker.☆19Mar 15, 2022Updated 4 years ago
- Event-Driven CD in Spiking Neural Networks☆20Mar 17, 2016Updated 10 years ago
- Implementation of the paper Keys to Accurate Feature Extraction Using Residual Spiking Neural Networks☆35Dec 28, 2023Updated 2 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Simulation of spiking neural networks (SNNs) using PyTorch.☆1,672Apr 30, 2026Updated last week
- Basic SNN propogating spikes between LIF neurons☆87Aug 28, 2018Updated 7 years ago
- ☆14May 15, 2020Updated 5 years ago
- This repository contains some commonly used Matlab functions for working with and displaying AER vision data☆24May 9, 2018Updated 8 years ago
- memristor 1T1R array based CNN and ConvLSTM☆72Jul 9, 2019Updated 6 years ago
- This small deep learning dataset was developed for research on biologically plausible error-backpropagation and deep learning in spiking …☆32Jan 7, 2025Updated last year
- Code for "Convolutional spiking neural networks (SNN) for spatio-temporal feature extraction" paper☆141Oct 22, 2020Updated 5 years ago
- A 3-layer SNN code for performing MNIST handwritten digit recognition using a supervised spike based learning rule☆17Nov 5, 2018Updated 7 years ago
- Spatio-temporal BP for SNNs☆240May 17, 2022Updated 3 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- ☆14Jul 22, 2021Updated 4 years ago
- ☆71Sep 21, 2021Updated 4 years ago
- A Spiking Neural Network model for Digit Recognition using the N-MNIST dataset.☆19Sep 15, 2020Updated 5 years ago
- A flexible and extensible echo state network framework for Matlab☆21Jul 6, 2017Updated 8 years ago
- NeuroPack, a tool for emulating memristor-based neuromorphic architectures☆32Feb 6, 2023Updated 3 years ago
- A Python tool for computing and plotting currents and voltages in passive crossbar arrays.☆31Aug 9, 2023Updated 2 years ago
- Python implementations and simulations of HP Labs Ion Drift and Yakopcic memristor models.☆35Feb 20, 2026Updated 2 months ago