Code to train on MNIST, CIFAR-10 and ImageNet using burstprop.
☆39Jun 7, 2021Updated 5 years ago
Alternatives and similar repositories for Burstprop
Users that are interested in Burstprop are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Auryn-based simulation of multiplexing and burst-dependent plasticity☆25Feb 18, 2021Updated 5 years ago
- The biologically plausible self backpropagation on SNNs and ANNs☆13Aug 27, 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 2 years ago
- ☆39Jan 26, 2022Updated 4 years ago
- ☆18Oct 15, 2021Updated 4 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- ☆14May 9, 2024Updated 2 years ago
- ☆14Apr 17, 2019Updated 7 years ago
- PyTorch-based code for training fully-connected and convolutional networks using backpropagation (BP), feedback alignment (FA), direct fe…☆68Feb 11, 2021Updated 5 years ago
- GPU-based Self-Organizing Map with TensorFlow.☆16Sep 7, 2020Updated 6 years ago
- Github page for SSDFA☆12Jan 28, 2020Updated 6 years ago
- Python implementation of the methods in Meulemans et al. 2020 - A Theoretical Framework For Target Propagation☆31Oct 31, 2024Updated last year
- A large database of artificial neural network statistics during training☆15Dec 8, 2020Updated 5 years ago
- Preprocessing and baseline for N-Omniglot. Details can be found at https://www.nature.com/articles/s41597-022-01851-z..☆19Apr 12, 2023Updated 3 years ago
- Codes of the paper of "Surrogate-Assisted Evolutionary Search of Spiking Neural Architectures in Liquid State Machines"☆12Feb 15, 2023Updated 3 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.
- ☆14Dec 2, 2021Updated 4 years ago
- ☆48Jul 2, 2022Updated 4 years ago
- Code for training binary and WTA SNNs☆17Mar 25, 2022Updated 4 years ago
- a spiking neural network module, tempotron for classification☆17Jan 13, 2021Updated 5 years ago
- ☆17Dec 18, 2020Updated 5 years ago
- Supervised Spiking Network☆83Jun 25, 2022Updated 4 years ago
- ☆10Aug 14, 2026Updated 3 weeks ago
- ☆13Oct 1, 2020Updated 5 years ago
- Experiments with spiking neural networks (SNNs) in PyTorch. See https://github.com/BINDS-LAB-UMASS/bindsnet for the successor to this pro…☆89Mar 15, 2018Updated 8 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.
- Tutorial for surrogate gradient learning in spiking neural networks☆362Jun 18, 2026Updated 2 months ago
- ☆31Oct 27, 2023Updated 2 years ago
- An event based dataset loader under one common python API.☆10Mar 22, 2022Updated 4 years ago
- ☆113Mar 18, 2024Updated 2 years ago
- Short-term plasticity RNN models in Tensorflow☆37Feb 4, 2020Updated 6 years ago
- Tools to process widefield data☆12Jul 20, 2021Updated 5 years ago
- Python package for automated bifurcation analysis and parameter continuations, based on Auto-07p.☆25Jun 7, 2026Updated 3 months ago
- Paper submission☆22Aug 7, 2023Updated 3 years ago
- The code for tuning Spiking Neural Network based on Biologically-plausible Reward Propagation☆11Nov 23, 2020Updated 5 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- Analysis of hippocampal activity in the towers task☆24Apr 29, 2021Updated 5 years ago
- Official implementation & data for paper "Strong and Precise Modulation of Human Percepts via Robustified ANNs" (NeurIPS 2023)☆24Jun 12, 2025Updated last year
- This project contains code for the paper titled "SpikingBERT: Distilling BERT to Train Spiking Language Models Using Implicit Differentia…☆29Feb 21, 2024Updated 2 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
- Metadata converter for Breadcrumbs users. It is made for adapting metadata to Obsidian 1.4.0+'s link support in frontmatter.☆16Jul 29, 2023Updated 3 years ago
- Code behind the work "Single Cortical Neurons as Deep Artificial Neural Networks", published in Neuron 2021☆166Nov 1, 2021Updated 4 years ago
- A supervised learning algorithm of SNN is proposed by using spike sequences with complex spatio-temporal information. We explore an error…☆22Jan 15, 2022Updated 4 years ago