Public code for Illing, Ventura, Bellec & Gerstner 2021: Local plasticity rules can learn deep representations using self-supervised contrastive predictions
☆26Apr 19, 2024Updated 2 years ago
Alternatives and similar repositories for pub-illing2021-neurips
Users that are interested in pub-illing2021-neurips are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- The biologically plausible self backpropagation on SNNs and ANNs☆13Aug 27, 2021Updated 5 years ago
- The code for tuning Spiking Neural Network based on Biologically-plausible Reward Propagation☆11Nov 23, 2020Updated 5 years ago
- Python implementation of the methods in Meulemans et al. 2020 - A Theoretical Framework For Target Propagation☆31Oct 31, 2024Updated last year
- Implementation of feedback alignment learning in PyTorch☆32Jun 5, 2023Updated 3 years ago
- This repository contains code from our paper "Backpropagation with Biologically Plausible Spatio-Temporal Adjustment For Training Deep Sp…☆32Jun 11, 2022Updated 4 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Code to train on MNIST, CIFAR-10 and ImageNet using burstprop.☆39Jun 7, 2021Updated 5 years ago
- ☆32Jan 15, 2019Updated 7 years ago
- This is a project for the proposed Homeostasis-based ANN-to-SNN conversion for Inception and Residual architecture.☆11Nov 7, 2018Updated 7 years ago
- Accurate and efficient Spiking recurrent networks on ECG,SHD,SSC,SOLI,(p)SMNIST,TIMIT☆89Feb 17, 2023Updated 3 years ago
- Code for the paper: Putting An End to End-to-End: Gradient-Isolated Learning of Representations☆291Mar 28, 2023Updated 3 years ago
- ☆13Oct 1, 2020Updated 5 years ago
- Code for DCT_SNN, an input encoding scheme for SNNs using DCT☆21Sep 30, 2021Updated 4 years ago
- Code for training binary and WTA SNNs☆17Mar 25, 2022Updated 4 years ago
- ☆71Sep 21, 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.
- Self-Supervised Learning of Event-based Optical Flow with Spiking Neural Networks☆104Oct 1, 2023Updated 2 years ago
- spiking neural network implementing the SpikeProp algorithm for the improvement of beat detection in heart sound signals☆18Feb 12, 2014Updated 12 years ago
- Paper submission☆22Aug 7, 2023Updated 3 years ago
- Temporal backpropagation for spiking neural networks with one spike per neuron, by S. R. Kheradpisheh and T. Masquelier, International Jo…☆67Dec 29, 2020Updated 5 years ago
- Spiking neural networks (SNNs) for speech classification☆12Mar 14, 2022Updated 4 years ago
- An event based dataset loader under one common python API.☆10Mar 22, 2022Updated 4 years ago
- The source code for the paper entitled "A Tandem Learning Rule for Effective Training and Rapid Inference of Deep Spiking Neural Networks…☆13Jul 4, 2021Updated 5 years ago
- Code for the model presented in the paper "LISNN: Improving Spiking Neural Networks with Lateral Interactions for Robust Object Recogniti…☆13Nov 20, 2020Updated 5 years ago
- In this repo, Spiking recurrent neural network is applied on various task for ICONs2020☆31Dec 17, 2020Updated 5 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Deep SNNs with various neural coding methods (rate, phase, burst, TTFS)☆12Feb 15, 2022Updated 4 years ago
- developing tools for LIAF-SNNs and LIF-SNNs☆10Sep 14, 2022Updated 4 years ago
- ☆13Nov 30, 2021Updated 4 years ago
- ☆63Aug 31, 2023Updated 3 years ago
- Google DeepMind: Mixture of Depths Unofficial Implementation.☆12May 29, 2024Updated 2 years ago
- Original DVS128 Gesture Dataset in PyTorch☆14Jun 6, 2023Updated 3 years ago
- Supervised Spiking Network☆83Jun 25, 2022Updated 4 years ago
- "Towards Scaling Difference Target Propagation by Learning Backprop Targets" (ICML 2022)☆13Jan 17, 2023Updated 3 years ago
- A Pytorch implementation of Onsets and Frames (Hawthorne 2018)☆13Nov 10, 2020Updated 5 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- This codes presents examples of constructing primitives for data structures with Hyperdimensional Computing/Vector Symbolic Architectures☆17Jun 4, 2021Updated 5 years ago
- A PyTorch implementation of EventProp [https://arxiv.org/abs/2009.08378], a method to train Spiking Neural Networks☆54Sep 28, 2020Updated 6 years ago
- Reconstruction ICA☆10Aug 25, 2017Updated 9 years ago
- Framework to train and simulate a spiking neural network (SNN) using Brian2, that implements a learning rule that combines STDP with a gl…☆14May 1, 2018Updated 8 years ago
- ☆15May 9, 2024Updated 2 years ago
- PyTorch Implementation for the paper "Let Me Help You! Neuro-Symbolic Short-Context Action Anticipation" accepted to RA-L'24.☆12Nov 27, 2024Updated last year
- Convolutional spiking neural network implementing voltage-dependent synaptic plasticity and single-spike integrate-and-fire neurons☆14Dec 24, 2022Updated 3 years ago