nmi-lab / torchneuromorphicView external linksLinks
Datasets recorded from Neuromorphic Sensors or Conversions using Simulations of Sensors
☆32Apr 22, 2024Updated last year
Alternatives and similar repositories for torchneuromorphic
Users that are interested in torchneuromorphic are comparing it to the libraries listed below
Sorting:
- ☆47Jul 2, 2022Updated 3 years ago
- PyTorch Implementation of “Unsupervised learning by competing hidden units” MNIST classifier☆12May 6, 2019Updated 6 years ago
- ☆39Jan 26, 2022Updated 4 years ago
- This repository will host models, modules, algorithms and applications developed by the INRC Community to run on the Intel Loihi Platform…☆83Oct 9, 2023Updated 2 years ago
- ☆13Oct 1, 2020Updated 5 years ago
- ☆32Jan 15, 2019Updated 7 years ago
- Long short-term memory Spiking Neural Networks☆109Feb 25, 2020Updated 5 years ago
- Public code for Illing, Ventura, Bellec & Gerstner 2021: Local plasticity rules can learn deep representations using self-supervised cont…☆25Apr 19, 2024Updated last year
- The code to simulate spiking neural networks as used in the paper "Spiking Time-Dependent Plasticity Leads to Efficient Coding of Predict…☆10Nov 24, 2019Updated 6 years ago
- Code for the model presented in the paper "LISNN: Improving Spiking Neural Networks with Lateral Interactions for Robust Object Recogniti…☆12Nov 20, 2020Updated 5 years ago
- ☆42Sep 4, 2019Updated 6 years ago
- Command line tools for event files☆12Oct 23, 2024Updated last year
- Spiking neural networks (SNNs) for speech classification☆12Mar 14, 2022Updated 3 years ago
- This is a project for the proposed Homeostasis-based ANN-to-SNN conversion for Inception and Residual architecture.☆10Nov 7, 2018Updated 7 years ago
- A toolbox for neuromorphic sensing in robotics.☆16Mar 18, 2021Updated 4 years ago
- ☆31Jan 9, 2025Updated last year
- Polished code for "Can a single neuron solve MNIST? The computational power of biological dendritic trees”☆49Sep 5, 2020Updated 5 years ago
- This repo is the implementation of the spatio-temporal credit assignment （STCA） algorithm for training deep spiking neural networks.☆28Aug 7, 2019Updated 6 years ago
- Reproducing Spiking Transformers using Briancog☆14Apr 10, 2025Updated 10 months ago
- Matlab code for a Spiking Neural Network for Visual Motion Estimation☆25Jun 14, 2019Updated 6 years ago
- PyTorch implementation of the eligibility propagation (e-prop) learning algorithm.☆58Feb 18, 2022Updated 3 years ago
- ☆18Oct 15, 2021Updated 4 years ago
- Temporal backpropagation for spiking neural networks with one spike per neuron, by S. R. Kheradpisheh and T. Masquelier, International Jo…☆64Dec 29, 2020Updated 5 years ago
- To identify features by aggregate-label learning in spiking neurons☆14Feb 19, 2018Updated 7 years ago
- Code for spike coding networks☆16Jan 8, 2021Updated 5 years ago
- python3 library to handle files from neuromorphic cameras☆17Jan 26, 2025Updated last year
- Learning to race challenge for 2020 workshop☆14Jun 22, 2022Updated 3 years ago
- ☆112Mar 27, 2025Updated 10 months ago
- Pytorch implementation of TSSL-BP rule for Deep Spiking Neural Networks.☆73Apr 16, 2024Updated last year
- Code for DCT_SNN, an input encoding scheme for SNNs using DCT☆20Sep 30, 2021Updated 4 years ago
- Accurate and efficient Spiking recurrent networks on ECG,SHD,SSC,SOLI,(p)SMNIST,TIMIT☆84Feb 17, 2023Updated 2 years ago
- Python code for event based vision☆68Feb 10, 2020Updated 6 years ago
- Event datasets and transforms.☆268Oct 23, 2025Updated 3 months ago
- This repo contains the implementation of paper Exploiting Neuron and Synapse Filter Dynamics in Spatial Temporal Learning of Deep Spiking…☆45Jul 25, 2024Updated last year
- Paper submission☆21Aug 7, 2023Updated 2 years ago
- This repository contains code from our paper Efficient and Accurate Conversion of Spiking Neural Network with Burst Spikes, published in …☆20Apr 29, 2022Updated 3 years ago
- ☆25Jan 10, 2022Updated 4 years ago
- ☆19Mar 10, 2022Updated 3 years ago
- BNTT - Frontiers in Neuroscience (2021)☆49Nov 11, 2021Updated 4 years ago