Implementation of feedback alignment learning in PyTorch
☆32Jun 5, 2023Updated 2 years ago
Alternatives and similar repositories for feedback-alignment-pytorch
Users that are interested in feedback-alignment-pytorch are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- PyTorch implementation of linear and convolutional layers with fixed, random feedback weights.☆15Mar 14, 2021Updated 5 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
- Github page for SSDFA☆11Jan 28, 2020Updated 6 years ago
- ☆28May 2, 2019Updated 6 years ago
- Experiments with Direct Feedback Alignment training scheme for DNNs☆33Feb 23, 2017Updated 9 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.
- Public code for Illing, Ventura, Bellec & Gerstner 2021: Local plasticity rules can learn deep representations using self-supervised cont…☆26Apr 19, 2024Updated last year
- 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
- ☆106Mar 18, 2024Updated 2 years ago
- Lateral Inhibition-Inspired Convolutional Neural Network for Visual Attention and Saliency Detection☆13Nov 6, 2020Updated 5 years ago
- Code for our paper on best practices to train neural networks with direct feedback alignment (DFA).☆23Jun 12, 2019Updated 6 years ago
- Demo: Slightly More Bio-Plausible Backprop☆21Mar 9, 2017Updated 9 years ago
- This is a project for the proposed Homeostasis-based ANN-to-SNN conversion for Inception and Residual architecture.☆10Nov 7, 2018Updated 7 years ago
- Deep learning in a spiking neural network using segregated dendrites.☆86Jun 30, 2017Updated 8 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 • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆32Jan 15, 2019Updated 7 years ago
- PyTorch Implementation of “Unsupervised learning by competing hidden units” MNIST classifier☆12May 6, 2019Updated 6 years ago
- Training Recurrent Neural Networks via Forward Propagation Through Time☆42Jun 11, 2021Updated 4 years ago
- To identify features by aggregate-label learning in spiking neurons☆14Feb 19, 2018Updated 8 years ago
- Code for training binary and WTA SNNs☆17Mar 25, 2022Updated 4 years ago
- Polished code for "Can a single neuron solve MNIST? The computational power of biological dendritic trees”☆49Sep 5, 2020Updated 5 years ago
- ☆39Jan 26, 2022Updated 4 years ago
- GPU-based Self-Organizing Map with TensorFlow.☆16Sep 7, 2020Updated 5 years ago
- Code from our paper: SuperSpike: Supervised learning in multi-layer spiking neural networks.☆59Jul 16, 2018Updated 7 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.
- ☆17Dec 18, 2020Updated 5 years ago
- Training neural networks with back-prop, feedback-alignment and direct feedback-alignment☆105Jan 15, 2018Updated 8 years ago
- BNTT - Frontiers in Neuroscience (2021)☆49Nov 11, 2021Updated 4 years ago
- Paper submission☆21Aug 7, 2023Updated 2 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
- Tensorflow implementation of Direct and Random feedback Alignment☆25Nov 14, 2016Updated 9 years ago
- The missing OpenCL 3.0 driver for macOS☆13Dec 14, 2022Updated 3 years ago
- ☆19Mar 10, 2022Updated 4 years ago
- Official code for Conformal Isometry of Lie Group Representation in Recurrent Network of Grid Cells (NeurIPS workshop on Symmetry and Geo…☆12Nov 1, 2022Updated 3 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.
- Code for "Fully Non-Linear Neuromorphic Computing with Linear Wave Scattering" (C.C. Wanjura and F. Marquardt).☆10Apr 16, 2024Updated last year
- Unsupervised deep convolutional neural network model for the ventral visual stream.☆29Mar 24, 2023Updated 3 years ago
- Testing Difference Target Propagation (DTP) on MNIST.☆13Oct 12, 2020Updated 5 years ago
- Official PyTorch implementation of the paper : ProbAct: A Probabilistic Activation Function for Deep Neural Networks.☆13Jun 10, 2019Updated 6 years ago
- Implementation of a compact optical neural network SqueezeLight based on multi-operand micro-rings, DATE 2021☆13Oct 26, 2022Updated 3 years ago
- Deep Learning without Weight Transport☆36Oct 27, 2019Updated 6 years ago
- Pytorch implementation of Hebbian learning algorithms to train deep convolutional neural networks.☆31Aug 30, 2021Updated 4 years ago