☆91Jan 20, 2024Updated 2 years ago
Alternatives and similar repositories for SoftHebb
Users that are interested in SoftHebb are comparing it to the libraries listed below
Sorting:
- ☆31Oct 27, 2023Updated 2 years ago
- Pytorch implementation of Hebbian learning algorithms to train deep convolutional neural networks.☆27Jul 2, 2024Updated last year
- PyTorch implementation of the eligibility propagation (e-prop) learning algorithm.☆58Feb 18, 2022Updated 4 years ago
- Implementation/simulation of active neural generative coding (ANGC) for training neurobiologically-plausible active inference agent model…☆22Feb 19, 2024Updated 2 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
- ☆14Jul 22, 2021Updated 4 years ago
- Introducing dendrites to spiking neural networks. Designed for the Brian 2 simulator.☆42Jan 15, 2026Updated last month
- Threshold annealing in binarized spiking neural networks☆15May 23, 2022Updated 3 years ago
- ☆56Jan 21, 2024Updated 2 years ago
- FeedForward Propagation Through Time on Spiking Neural Network (SNNs)☆58Jan 2, 2023Updated 3 years ago
- Event datasets and transforms.☆270Oct 23, 2025Updated 4 months ago
- Auryn-based simulation of multiplexing and burst-dependent plasticity☆26Feb 18, 2021Updated 5 years ago
- Public code for Illing, Ventura, Bellec & Gerstner 2021: Local plasticity rules can learn deep representations using self-supervised cont…☆26Apr 19, 2024Updated last year
- Offical implementation of "Scaling Spike-driven Transformer with Efficient Spike Firing Approximation Training" (IEEE T-PAMI2025)☆92May 20, 2025Updated 9 months ago
- ☆47Jul 2, 2022Updated 3 years ago
- Bayesian model reduction for probabilistic machine learning☆11Jul 3, 2025Updated 7 months ago
- developing tools for LIAF-SNNs and LIF-SNNs☆10Sep 14, 2022Updated 3 years ago
- ☆12Jul 16, 2024Updated last year
- Code implementing a neuromorphic, spiking backpropagation algorithm on Intel's neuromorphic research processor, codenamed Loihi☆14Nov 14, 2024Updated last year
- Official implementation of Fully Spiking Variational Autoencoder [AAAI2022]☆73May 3, 2023Updated 2 years ago
- This small deep learning dataset was developed for research on biologically plausible error-backpropagation and deep learning in spiking …☆30Jan 7, 2025Updated last year
- Spikingformer: A Key Foundation Model for Spiking Neural Networks (AAAI 2026)☆125Nov 21, 2025Updated 3 months ago
- ☆14May 13, 2022Updated 3 years ago
- Minimizing Control for Credit Assignment with Strong Feedback☆14Nov 3, 2024Updated last year
- In this repo, Spiking recurrent neural network is applied on various task for ICONs2020☆30Dec 17, 2020Updated 5 years ago
- Measuring generalization properties of graph neural networks☆15Aug 11, 2025Updated 6 months ago
- Convolutional spiking neural network implementing voltage-dependent synaptic plasticity and single-spike integrate-and-fire neurons☆13Dec 24, 2022Updated 3 years ago
- Pure python implementation of unsupervised MNIST classification using Spiking Neural Networks (using STDP)☆32Mar 28, 2022Updated 3 years ago
- Project page of the paper: "Unsupervised Joint Learning of Optical Flow and Intensity with Event Cameras"☆25Jan 22, 2026Updated last month
- Repo for solving arc problems with an Neural Cellular Automata☆23May 21, 2025Updated 9 months ago
- Code and data to the publication "SpikE: spike-based embeddings for multi-relational graph data".☆15Apr 12, 2023Updated 2 years ago
- On efficient computation in active inference☆17May 31, 2024Updated last year
- Deep Residual Learning in Spiking Neural Networks☆190Aug 9, 2022Updated 3 years ago
- Pytorch implementation of Hebbian learning algorithms to train deep convolutional neural networks.☆31Aug 30, 2021Updated 4 years ago
- Fully documented Pytorch implementation of the Equilibrium Propagation algorithm.☆40Jan 7, 2020Updated 6 years ago
- ☆17Dec 18, 2020Updated 5 years ago
- Updates of Equilibrium Prop Match Gradients of Backprop Through Time in an RNN with Static Input (NeurIPS 2019)☆14Mar 24, 2024Updated last year
- A curated list of materials for Spiking Neural Networks, 3rd generation of artificial neural networks.☆68Aug 19, 2022Updated 3 years ago
- ☆14Dec 2, 2021Updated 4 years ago