Public code for Illing, Ventura, Bellec & Gerstner 2021: Local plasticity rules can learn deep representations using self-supervised contrastive predictions
☆26Apr 19, 2024Updated last year
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 4 years ago
- The code for tuning Spiking Neural Network based on Biologically-plausible Reward Propagation☆12Nov 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
- This repository contains code from our paper "Backpropagation with Biologically Plausible Spatio-Temporal Adjustment For Training Deep Sp…☆32Jun 11, 2022Updated 3 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
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- Code to train on MNIST, CIFAR-10 and ImageNet using burstprop.☆39Jun 7, 2021Updated 4 years ago
- Auryn-based simulation of multiplexing and burst-dependent plasticity☆26Feb 18, 2021Updated 5 years ago
- ☆32Jan 15, 2019Updated 7 years ago
- Datasets recorded from Neuromorphic Sensors or Conversions using Simulations of Sensors☆32Apr 22, 2024Updated last year
- This is a project for the proposed Homeostasis-based ANN-to-SNN conversion for Inception and Residual architecture.☆10Nov 7, 2018Updated 7 years ago
- Code for the paper: Putting An End to End-to-End: Gradient-Isolated Learning of Representations☆291Mar 28, 2023Updated 3 years ago
- PyTorch implementation of linear and convolutional layers with fixed, random feedback weights.☆15Mar 14, 2021Updated 5 years ago
- PyTorch Implementation of “Unsupervised learning by competing hidden units” MNIST classifier☆12May 6, 2019Updated 6 years ago
- ☆13Oct 1, 2020Updated 5 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Code for training binary and WTA SNNs☆17Mar 25, 2022Updated 4 years ago
- ☆93Jan 20, 2024Updated 2 years ago
- ☆71Sep 21, 2021Updated 4 years ago
- This repository contains code from our paper Efficient and Accurate Conversion of Spiking Neural Network with Burst Spikes, published in …☆19Apr 29, 2022Updated 3 years ago
- Learning recognition/segmentation models without end-to-end training. 40%-60% less GPU memory footprint. Same training time. Better perfo…☆90Oct 12, 2022Updated 3 years ago
- Short-term plasticity RNN models in Tensorflow☆36Feb 4, 2020Updated 6 years ago
- Self-Supervised Learning of Event-based Optical Flow with Spiking Neural Networks☆99Oct 1, 2023Updated 2 years ago
- Testing Difference Target Propagation (DTP) on MNIST.☆12Oct 12, 2020Updated 5 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
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Temporal backpropagation for spiking neural networks with one spike per neuron, by S. R. Kheradpisheh and T. Masquelier, International Jo…☆65Dec 29, 2020Updated 5 years ago
- Spiking neural networks (SNNs) for speech classification☆12Mar 14, 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…☆14Jul 4, 2021Updated 4 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
- MAPS ( MIDI Aligned Piano Sounds ) dataset python api for machine learning☆11Jun 26, 2018Updated 7 years ago
- 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
- Pytorch implementation of Neuromorphic Data Augmentation for SNN, Accepted to ECCV 2022.☆44Dec 12, 2022Updated 3 years ago
- Study on the applicability of Direct Feedback Alignment to neural view synthesis, recommender systems, geometric learning, and natural la…☆89Jun 22, 2022Updated 3 years ago
- In this repo, Spiking recurrent neural network is applied on various task for ICONs2020☆31Dec 17, 2020Updated 5 years ago
- NordVPN Special Discount Offer • AdSave on top-rated NordVPN 1 or 2-year plans with secure browsing, privacy protection, and support for for all major platforms.
- ☆144May 12, 2021Updated 4 years ago
- "Towards Scaling Difference Target Propagation by Learning Backprop Targets" (ICML 2022)☆12Jan 17, 2023Updated 3 years ago
- ☆59Aug 31, 2023Updated 2 years ago
- Spikingformer: A Key Foundation Model for Spiking Neural Networks (AAAI 2026)☆130Nov 21, 2025Updated 4 months ago
- Google DeepMind: Mixture of Depths Unofficial Implementation.☆12May 29, 2024Updated last year
- Supervised Spiking Network☆83Jun 25, 2022Updated 3 years ago
- Pytorch implementation of Hebbian learning algorithms to train deep convolutional neural networks.☆31Aug 30, 2021Updated 4 years ago