loeweX / Forward-ForwardLinks
Reimplementation of Geoffrey Hinton's Forward-Forward Algorithm
☆153Updated last year
Alternatives and similar repositories for Forward-Forward
Users that are interested in Forward-Forward are comparing it to the libraries listed below
Sorting:
- Implementation/simulation of the predictive forward-forward credit assignment algorithm for training neurobiologically-plausible recurren…☆60Updated 2 years ago
- ☆230Updated 5 months ago
- ☆295Updated 6 months ago
- Implementation of Forward Forward Network proposed by Hinton in NIPS 2022.☆169Updated 2 years ago
- Implementation of https://srush.github.io/annotated-s4☆499Updated 3 weeks ago
- Implementation of "Gradients without backpropagation" paper (https://arxiv.org/abs/2202.08587) using functorch☆110Updated 2 years ago
- Spyx: Spiking Neural Networks in JAX☆123Updated 9 months ago
- Neural Networks and the Chomsky Hierarchy☆207Updated last year
- ☆209Updated 2 years ago
- Forward Pass Learning and Inference Library, for neural networks and general intelligence, Signal Propagation (sigprop)☆55Updated 2 years ago
- Betty: an automatic differentiation library for generalized meta-learning and multilevel optimization☆338Updated last year
- Brain-Inspired Modular Training (BIMT), a method for making neural networks more modular and interpretable.☆171Updated 2 years ago
- PyTorch implementation of Mixer-nano (#parameters is 0.67M, originally Mixer-S/16 has 18M) with 90.83 % acc. on CIFAR-10. Training from s…☆33Updated 3 years ago
- Study on the applicability of Direct Feedback Alignment to neural view synthesis, recommender systems, geometric learning, and natural la…☆88Updated 3 years ago
- Code to simulate energy-based analog systems and equilibrium propagation☆28Updated 3 months ago
- unofficial re-implementation of "Grokking: Generalization Beyond Overfitting on Small Algorithmic Datasets"☆77Updated 3 years ago
- NGC-Learn: Neurobiological Systems Design and Simulation in Python☆155Updated last month
- ☆178Updated last year
- ☆166Updated 2 years ago
- Implementation of Block Recurrent Transformer - Pytorch☆220Updated 10 months ago
- Easy Hypernetworks in Pytorch and Jax☆103Updated 2 years ago
- Omnigrok: Grokking Beyond Algorithmic Data☆58Updated 2 years ago
- Code accompanying our paper "Feature Learning in Infinite-Width Neural Networks" (https://arxiv.org/abs/2011.14522)☆62Updated 4 years ago
- Unofficial implementation of Linear Recurrent Units, by Deepmind, in Pytorch☆70Updated 2 months ago
- ☆51Updated last year
- PyTorch implementation of Hinton's FF Algorithm with hard negatives sampling☆14Updated 2 years ago
- A centralized place for deep thinking code and experiments☆85Updated last year
- PyTorch Implementation of the paper "A Neuro-vector-symbolic architecture for Solving Raven's Progressive Matrices" published in Nature M…☆93Updated 2 years ago
- BioTorch is a PyTorch framework specializing in biologically plausible learning algorithms☆50Updated last year
- Pytorch implementation of preconditioned stochastic gradient descent (Kron and affine preconditioner, low-rank approximation precondition…☆179Updated last month