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
- ☆12Apr 21, 2023Updated 3 years ago
- Public code for Illing, Ventura, Bellec & Gerstner 2021: Local plasticity rules can learn deep representations using self-supervised cont…☆27Apr 19, 2024Updated 2 years ago
- Python implementation of the methods in Meulemans et al. 2020 - A Theoretical Framework For Target Propagation☆32Oct 31, 2024Updated 2 years ago
- Codes for Spiking Neural Networks with Improved Inherent Recurrence Dynamics for Sequential Learning☆11May 5, 2022Updated 4 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.
- The biologically plausible self backpropagation on SNNs and ANNs☆13Aug 27, 2021Updated 5 years ago
- developing tools for LIAF-SNNs and LIF-SNNs☆10Sep 14, 2022Updated 4 years ago
- Neurons learn by predicting future activity☆30Nov 4, 2021Updated 5 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
- Threshold annealing in binarized spiking neural networks☆15May 23, 2022Updated 4 years ago
- ☆39Jan 26, 2022Updated 4 years ago
- A large database of artificial neural network statistics during training☆14Dec 8, 2020Updated 5 years ago
- In this repo, Spiking recurrent neural network is applied on various task for ICONs2020☆31Dec 17, 2020Updated 5 years ago
- Spatio-temporal BP for SNNs☆243May 17, 2022Updated 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.
- Tutorial for surrogate gradient learning in spiking neural networks☆368Jun 18, 2026Updated 4 months ago
- ☆14Apr 17, 2019Updated 7 years ago
- This codes presents examples of constructing primitives for data structures with Hyperdimensional Computing/Vector Symbolic Architectures☆17Jun 4, 2021Updated 5 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
- ☆15May 9, 2024Updated 2 years ago
- ☆18Oct 15, 2021Updated 5 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
- ☆14Dec 2, 2021Updated 4 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.
- [CVPR 2022] Training High-Performance Low-Latency Spiking Neural Networks by Differentiation on Spike Representation☆52Nov 8, 2022Updated 3 years ago
- PyTorch implementation of the eligibility propagation (e-prop) learning algorithm.☆69Feb 18, 2022Updated 4 years ago
- Hierarchical Self-Play☆21Dec 5, 2018Updated 7 years ago
- ☆10Dec 19, 2025Updated 10 months ago
- Implementation of Predictive Coding model for transfer learning in PyTorch☆30May 6, 2024Updated 2 years ago
- Code for training binary and WTA SNNs☆17Mar 25, 2022Updated 4 years ago
- The 1st Spiking Transformer Benchmark (NeurIPS 2025)☆18Jul 10, 2026Updated 3 months ago
- ☆14Jul 22, 2021Updated 5 years ago
- BrainProp: How the brain can implement reward-based error backpropagation☆17Dec 8, 2022Updated 3 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.
- Supervised Spiking Network☆83Jun 25, 2022Updated 4 years ago
- ☆17Dec 18, 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
- Code behind the work "Single Cortical Neurons as Deep Artificial Neural Networks", published in Neuron 2021☆167Nov 1, 2021Updated 5 years ago
- An event based dataset loader under one common python API.☆10Mar 22, 2022Updated 4 years ago
- Revealing neural correlates of behavior without behavioral measurements☆18Nov 18, 2019Updated 6 years ago
- Accurate and efficient Spiking recurrent networks on ECG,SHD,SSC,SOLI,(p)SMNIST,TIMIT☆91Feb 17, 2023Updated 3 years ago