PyTorch implementation of linear and convolutional layers with fixed, random feedback weights.
☆15Mar 14, 2021Updated 5 years ago
Alternatives and similar repositories for PyTorch-Feedback-Alignment-Layers
Users that are interested in PyTorch-Feedback-Alignment-Layers are comparing it to the libraries listed below
Sorting:
- BioTorch is a PyTorch framework specializing in biologically plausible learning algorithms☆57Mar 5, 2024Updated 2 years ago
- ☆28May 2, 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
- Deep Learning without Weight Transport☆36Oct 27, 2019Updated 6 years ago
- The implementation of "The Kanerva Machine" with Pytorch and Pyro☆12Jun 14, 2018Updated 7 years ago
- PyTorch-based code for training fully-connected and convolutional networks using backpropagation (BP), feedback alignment (FA), direct fe…☆67Feb 11, 2021Updated 5 years ago
- ☆26Jan 10, 2022Updated 4 years ago
- Public code for Illing, Ventura, Bellec & Gerstner 2021: Local plasticity rules can learn deep representations using self-supervised cont…☆26Apr 19, 2024Updated last year
- ☆24Oct 22, 2020Updated 5 years ago
- Toolkit for the generation and analysis of volume eletron microscopy based synaptic connectomes of brain tissue.☆43Jul 28, 2025Updated 7 months ago
- ☆12Mar 30, 2021Updated 4 years ago
- ☆12Jul 29, 2021Updated 4 years ago
- Official code for Conformal Isometry of Lie Group Representation in Recurrent Network of Grid Cells (NeurIPS workshop on Symmetry and Geo…☆13Nov 1, 2022Updated 3 years ago
- Testing Difference Target Propagation (DTP) on MNIST.☆12Oct 12, 2020Updated 5 years ago
- Implementation of a compact optical neural network SqueezeLight based on multi-operand micro-rings, DATE 2021☆13Oct 26, 2022Updated 3 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
- ☆13Mar 31, 2019Updated 6 years ago
- Base repository for simulation and control of photonic devices☆12Feb 7, 2023Updated 3 years ago
- JAX implementation of the Mistral 7b v0.1 model☆13Mar 27, 2024Updated last year
- Old experiments, use sdr_algorithms repo instead.☆13Jan 30, 2018Updated 8 years ago
- Code for computing the hidden biases in deep networks and its applications☆14Feb 23, 2023Updated 3 years ago
- Experiments with Direct Feedback Alignment training scheme for DNNs☆32Feb 23, 2017Updated 9 years ago
- Reconstruction ICA☆10Aug 25, 2017Updated 8 years ago
- Reimplementation of ToMNet with some extensions for RL as well☆14Apr 28, 2018Updated 7 years ago
- ICLR 2024 LMUFormer: Low Complexity Yet Powerful Spiking Model With Legendre Memory Units☆13Sep 20, 2024Updated last year
- PyTorch World Model implementation with PPO.☆13Jan 6, 2020Updated 6 years ago
- This is the official implementation of the ICML 2023 paper - Can Forward Gradient Match Backpropagation ?☆13May 31, 2023Updated 2 years ago
- Unofficial pytorch implementation of Piecewise Linear Unit dynamic activation function☆18Feb 8, 2023Updated 3 years ago
- Another inverse design library (wip)☆18Jan 7, 2023Updated 3 years ago
- Python wrapper around the BEZ2018 auditory nerve model☆12Mar 10, 2024Updated 2 years ago
- ☆18Mar 10, 2026Updated last week
- The biologically plausible self backpropagation on SNNs and ANNs☆13Aug 27, 2021Updated 4 years ago
- ☆103Mar 18, 2024Updated 2 years ago
- A2C training of Relational Deep Reinforcement Learning Architecture☆13Jun 22, 2022Updated 3 years ago
- PyTorch Implementation of “Unsupervised learning by competing hidden units” MNIST classifier☆12May 6, 2019Updated 6 years ago
- Initial implementation of a combination from HTM and RL for a Software Agent in NUPIC.☆12Jun 26, 2018Updated 7 years ago
- Convolutional deep neural network with biology-inspired learning rule (Hebbian and reward-based learning)☆51Sep 25, 2017Updated 8 years ago
- [ICML 2023] Decentralized SGD and Average-direction SAM are Asymptotically Equivalent☆19Dec 4, 2023Updated 2 years ago
- Embedder with binary sparse distributed representation.☆20May 15, 2025Updated 10 months ago