Reimplementation of Geoffrey Hinton's Forward-Forward Algorithm
-
Updated
Nov 15, 2023 - Python
#
forward-forward
Here are 12 public repositories matching this topic...
Implementation/simulation of the predictive forward-forward credit assignment algorithm for training neurobiologically-plausible recurrent neural network models.
machine-learning tensorflow neuroscience recurrent-networks neural-networks cognitive-science learning-algorithms credit-assignment predictive-coding biological-neural-networks local-learning brain-inspired-computing forward-forward forward-learning forward-pass-learning predictive-forward-forward
-
Updated
Apr 2, 2023 - Python
Forward Pass Learning and Inference Library, for neural networks and general intelligence, Signal Propagation (sigprop)
machine-learning deep-learning neural-network pytorch artificial-intelligence neural-networks spiking-neural-networks learning-algorithms signal-propagation spiking-networks biological-neural-networks local-learning forward-forward forward-pass forward-learning forward-pass-learning sigprop
-
Updated
Mar 24, 2023 - Python
Implementation of Hinton's forward-forward (FF) algorithm in tensorflow - an alternative to back-propagation
-
Updated
Apr 3, 2023 - Jupyter Notebook
PyTorch implementation of Hinton's FF Algorithm with hard negatives sampling
-
Updated
Dec 19, 2022 - Python
Experimentations with the Forward-Forward algorithm proposed by Geoffrey Hinton
-
Updated
Jun 17, 2023 - Jupyter Notebook
This repository contains the spreadsheet of the quantitative analysis performed for the paper "Suitability of Forward-Forward and PEPITA Learning to MLCommons-Tiny benchmarks".
-
Updated
Sep 11, 2023
Unsupervised feed forward layer learning with a single pass.
-
Updated
Jan 21, 2023 - Go
This repo is a walk through the Forward-Forward Algorithm introduced recently by Geoffrey Hinton..
python machine-learning pytorch neural-networks mnist-dataset forward-forward forward-forward-algorithm
-
Updated
Jan 11, 2023 - Jupyter Notebook
Implementation and testing of forward-forward algorithm based on spiking neural network.
-
Updated
Dec 11, 2023 - Jupyter Notebook
Forward-Forward Algorithm
-
Updated
Jul 8, 2023 - Jupyter Notebook
Forward-Forward algorithm on MNIST
-
Updated
Jul 10, 2024 - Python
Improve this page
Add a description, image, and links to the forward-forward topic page so that developers can more easily learn about it.
Add this topic to your repo
To associate your repository with the forward-forward topic, visit your repo's landing page and select "manage topics."