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
PyTorch implementation of Hinton's FF Algorithm with hard negatives sampling
-
Updated
Dec 19, 2022 - Python
Forward-Forward Neural Networks Library based on PyTorch
-
Updated
May 12, 2025 - Python
Backprop-free learning study: spiking (LIF) neurons + Forward-Forward + JEPA + int4 QAT, with a full ablation notebook.
deep-learning pytorch spiking-neural-networks quantization neuromorphic norse self-supervised-learning int4 forward-forward jepa
-
Updated
May 30, 2026 - Python
An implementation of Recurrent Forward-Forward from Hinton's paper, later ported to the spike domain using SnnTorch.
spiking-neural-networks neuromorphic-computing neuromorphic-engineering forward-forward forward-forward-algorithm recurrent-forward-forward neuromorphic-algorithm
-
Updated
Feb 14, 2025 - Python
Two brains on one analog substrate from ~80% unsupervised SCFF bulk + ~20% closed-form SLDA namer: the math model for a forward-only, on-chip continual learner. Behavioral simulation, no silicon. Draft 6.0 = the "baby neocortex," validated across 11 phases.
neuromorphic bio-inspired lifelong-learning brain-inspired continual-learning catastrophic-forgetting self-supervised-learning analog-computing edge-ai contrastive-learning forward-forward compute-in-memory on-chip-learning
-
Updated
Oct 14, 2026 - Python
Forward-Forward algorithm on MNIST
-
Updated
Aug 4, 2025 - Python
Backprop-free, layer-by-layer training of Differentiable Logic Gate Networks with zero discretization gap, adaptive depth, and incremental logic simplification
-
Updated
Jul 22, 2026 - Python
Code for "Cumulative-Goodness Free-Riding in Forward-Forward Networks: Real, Repairable, but Not Accuracy-Dominant" (NeurIPS 2026).
-
Updated
Oct 19, 2026 - Python
Forward-Forward and Hebbian competitive learning for time series anomaly detection, clustering, and representation learning
python machine-learning time-series numpy representation-learning unsupervised-learning hebbian-learning anomaly-detection forward-forward
-
Updated
Oct 21, 2026 - Python
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."