PyTorch implementation of the eligibility propagation (e-prop) learning algorithm.
☆58Feb 18, 2022Updated 4 years ago
Alternatives and similar repositories for eprop-PyTorch
Users that are interested in eprop-PyTorch are comparing it to the libraries listed below
Sorting:
- ReckOn: A Spiking RNN Processor Enabling On-Chip Learning over Second-Long Timescales - HDL source code and documentation.☆92Feb 18, 2022Updated 4 years ago
- ☆103Mar 18, 2024Updated 2 years ago
- ☆32Jan 9, 2025Updated last year
- FeedForward Propagation Through Time on Spiking Neural Network (SNNs)☆59Jan 2, 2023Updated 3 years ago
- Long short-term memory Spiking Neural Networks☆109Feb 25, 2020Updated 6 years ago
- In this repo, Spiking recurrent neural network is applied on various task for ICONs2020☆31Dec 17, 2020Updated 5 years ago
- [NeurIPS 2022] Online Training Through Time for Spiking Neural Networks☆67Dec 8, 2023Updated 2 years ago
- PyTorch Implementation of Online Training of Spiking Recurrent Neural Networks with Phase-Change Memory Synapses☆21Sep 25, 2021Updated 4 years ago
- ☆47Jul 2, 2022Updated 3 years ago
- Accurate and efficient Spiking recurrent networks on ECG,SHD,SSC,SOLI,(p)SMNIST,TIMIT☆84Feb 17, 2023Updated 3 years ago
- ☆12Jan 14, 2025Updated last year
- Quantization-aware training with spiking neural networks☆53Feb 18, 2022Updated 4 years ago
- Event datasets and transforms.☆276Updated this week
- tinyODIN digital spiking neural network (SNN) processor - HDL source code and documentation.☆76Mar 30, 2023Updated 2 years ago
- This project used STBP-tdBN method to directly train Deep Spiking Neural Networks from scratch with PyTorch☆36Feb 2, 2023Updated 3 years ago
- Multidigraph learning (MDGL) for training recurrent spiking neural networks☆14Dec 18, 2021Updated 4 years ago
- Datasets recorded from Neuromorphic Sensors or Conversions using Simulations of Sensors☆32Apr 22, 2024Updated last year
- Convolutional spiking neural network implementing voltage-dependent synaptic plasticity and single-spike integrate-and-fire neurons☆13Dec 24, 2022Updated 3 years ago
- ☆17Dec 18, 2020Updated 5 years ago
- Code to accompany our paper "The combination of Hebbian and predictive plasticity learns invariant object representations in deep sensory…☆31Jan 14, 2025Updated last year
- Efficient streaming of sparse event data supporting files, network I/O, GPU peripherals (via Torch/Jax/Numpy) and neuromorphic protocols☆86Aug 5, 2025Updated 7 months ago
- ☆19Mar 13, 2023Updated 3 years ago
- Fully documented Pytorch implementation of the Equilibrium Propagation algorithm.☆41Jan 7, 2020Updated 6 years ago
- Repository collecting papers about neuromorphic hardware, such as ASIC and FPGA implementations of SNNs and stuff.☆206Nov 4, 2023Updated 2 years ago
- [ICCV2023] Towards Memory- and Time-Efficient Backpropagation for Training Spiking Neural Networks☆45Aug 2, 2023Updated 2 years ago
- PyTorch-based code for training fully-connected and convolutional networks using backpropagation (BP), feedback alignment (FA), direct fe…☆67Feb 11, 2021Updated 5 years ago
- A Python package for decoding RAW and DAT files (Prophesee) to structured NumPy arrays of events.☆46Jun 24, 2024Updated last year
- Fully opensource spiking neural network accelerator☆170Feb 13, 2023Updated 3 years ago
- NeuroPack, a tool for emulating memristor-based neuromorphic architectures☆33Feb 6, 2023Updated 3 years ago
- [CVPR 2022] Training High-Performance Low-Latency Spiking Neural Networks by Differentiation on Spike Representation☆53Nov 8, 2022Updated 3 years ago
- codes of the paper Rate Gradient Approximation Attack Threats Deep Spiking Neural Networks (CVPR 2023)☆16Aug 19, 2024Updated last year
- An event based dataset loader under one common python API.☆10Mar 22, 2022Updated 4 years ago
- ☆14Jul 22, 2021Updated 4 years ago
- A toolbox for neuromorphic sensing in robotics.☆16Mar 18, 2021Updated 5 years ago
- ☆53Dec 2, 2023Updated 2 years ago
- Plugin for Sinabs, implementing the EXODUS algorithm for training SNNs efficiently with BPTT☆31Apr 8, 2025Updated 11 months ago
- This repository contains data and analysis scripts to reproduce the figures as well as source code and simulation scripts to perform the …☆13Apr 13, 2021Updated 4 years ago
- Spiking neural networks in JAX with equinox.☆29Aug 29, 2024Updated last year
- Benchmark harness and baseline results for the NeuroBench algorithm track.☆108Jan 3, 2026Updated 2 months ago