PyTorch-based code for training fully-connected and convolutional networks using backpropagation (BP), feedback alignment (FA), direct feedback alignment (DFA), and direct random target projection (DRTP).
☆67Feb 11, 2021Updated 5 years ago
Alternatives and similar repositories for DirectRandomTargetProjection
Users that are interested in DirectRandomTargetProjection are comparing it to the libraries listed below
Sorting:
- Experiments with Direct Feedback Alignment training scheme for DNNs☆32Feb 23, 2017Updated 9 years ago
- Implementation of feedback alignment learning in PyTorch☆32Jun 5, 2023Updated 2 years ago
- Code for our paper on best practices to train neural networks with direct feedback alignment (DFA).☆23Jun 12, 2019Updated 6 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
- Demo: Slightly More Bio-Plausible Backprop☆21Mar 9, 2017Updated 9 years ago
- Training neural networks with back-prop, feedback-alignment and direct feedback-alignment☆105Jan 15, 2018Updated 8 years ago
- Tensorflow implementation of Direct and Random feedback Alignment☆25Nov 14, 2016Updated 9 years ago
- PyTorch implementation of linear and convolutional layers with fixed, random feedback weights.☆15Mar 14, 2021Updated 5 years ago
- Paper submission☆21Aug 7, 2023Updated 2 years ago
- Python implementation of the methods in Meulemans et al. 2020 - A Theoretical Framework For Target Propagation☆31Oct 31, 2024Updated last year
- ☆93Jan 20, 2024Updated 2 years ago
- ☆19Mar 13, 2023Updated 3 years ago
- Code to train on MNIST, CIFAR-10 and ImageNet using burstprop.☆39Jun 7, 2021Updated 4 years ago
- PyTorch implementation of the eligibility propagation (e-prop) learning algorithm.☆58Feb 18, 2022Updated 4 years ago
- ☆14Dec 2, 2021Updated 4 years ago
- Code for training binary and WTA SNNs☆17Mar 25, 2022Updated 3 years ago
- Conformational exploration SARS-CoV-2 (coronavirus responsible for COVID-19)☆16Jun 22, 2022Updated 3 years ago
- ☆103Mar 18, 2024Updated 2 years ago
- ☆31Jan 9, 2025Updated last year
- Official implementation of "Learning Delays in Spiking Neural Networks using Dilated Convolutions with Learnable Spacings" [ICLR2024]☆66Apr 24, 2024Updated last year
- Github page for SSDFA☆11Jan 28, 2020Updated 6 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
- Automatic Hebbian learning in multi-layer convolutional networks with PyTorch, by expressing Hebbian plasticity rules as gradients☆40May 26, 2023Updated 2 years ago
- Optical Transfer Learning☆27Jul 23, 2023Updated 2 years ago
- To appear in the 30th International Joint Conference on Artificial Intelligence (IJCAI 2021).☆31Aug 18, 2021Updated 4 years ago
- Pytorch implementation of Hebbian learning algorithms to train deep convolutional neural networks.☆14Apr 26, 2022Updated 3 years ago
- ☆20Nov 23, 2022Updated 3 years ago
- ☆12Jan 14, 2025Updated last year
- The biologically plausible self backpropagation on SNNs and ANNs☆13Aug 27, 2021Updated 4 years ago
- Plugin for Sinabs, implementing the EXODUS algorithm for training SNNs efficiently with BPTT☆31Apr 8, 2025Updated 11 months ago
- Command line tools for event files☆12Oct 23, 2024Updated last year
- The code of SpikingSSMs: Learning Long Sequences with Sparse and Parallel Spiking State Space Models☆22Apr 16, 2025Updated 11 months ago
- Sends event camera data from A to B. Supports live cameras and dead recordings☆23Feb 17, 2026Updated last month
- Supervised Spiking Network☆83Jun 25, 2022Updated 3 years ago
- NeuroSync: A Scalable and Accurate Brain Simulation System using Safe and Efficient Speculation (HPCA 2022)☆13Nov 9, 2022Updated 3 years ago
- A spiking graph neural network for event-based learning☆47Nov 30, 2020Updated 5 years ago
- Spatio-temporal BP for SNNs☆239May 17, 2022Updated 3 years ago
- ☆18Oct 15, 2021Updated 4 years ago
- ODIN online-learning digital spiking neural network (SNN) processor - HDL source code and documentation.☆222Apr 20, 2019Updated 6 years ago