Implementation/simulation of the predictive forward-forward credit assignment algorithm for training neurobiologically-plausible recurrent neural network models.
☆67Apr 2, 2023Updated 3 years ago
Alternatives and similar repositories for predictive-forward-forward
Users that are interested in predictive-forward-forward are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Implementation/simulation of active neural generative coding (ANGC) for training neurobiologically-plausible active inference agent model…☆26Feb 19, 2024Updated 2 years ago
- MNIST-like Datasets for African Numeral Systems☆16Sep 29, 2020Updated 6 years ago
- Reimplementation of Geoffrey Hinton's Forward-Forward Algorithm☆170Nov 15, 2023Updated 2 years ago
- Code to accompany our paper "The combination of Hebbian and predictive plasticity learns invariant object representations in deep sensory…☆34Jan 14, 2025Updated last year
- Code accompanying "Dynamic Predictive Coding: A Model of Hierarchical Sequence Learning and Prediction in the Neocortex"☆10Mar 2, 2025Updated last year
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- ☆15Jul 12, 2022Updated 4 years ago
- repo for code for paper on general theory associative memory models☆23Jun 15, 2022Updated 4 years ago
- ☆21Mar 20, 2019Updated 7 years ago
- MetaArcade is a configurable environment suite for meta-learning☆16Oct 19, 2022Updated 3 years ago
- ☆21Apr 3, 2023Updated 3 years ago
- Implementation of Predictive Coding model for transfer learning in PyTorch☆30May 6, 2024Updated 2 years ago
- ☆10May 24, 2021Updated 5 years ago
- Official Implementation for the paper "SR-AIF: Solving Sparse-Reward Robotic Tasks from Pixels with Active Inference and World Models"☆66Aug 5, 2026Updated 2 months ago
- Automatic Hebbian learning in multi-layer convolutional networks with PyTorch, by expressing Hebbian plasticity rules as gradients☆41May 26, 2023Updated 3 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.
- Predictive Coding in the Visual Cortex: a Functional Interpretation of Some Extra-classical Receptive-field Effects☆28Jul 11, 2019Updated 7 years ago
- Convolutional Channel-wise Competitive Learning for the Forward-Forward Algorithm. AAAI 2024☆13Jun 27, 2024Updated 2 years ago
- ☆19Apr 18, 2024Updated 2 years ago
- PyTorch-based code for training fully-connected and convolutional networks using backpropagation (BP), feedback alignment (FA), direct fe…☆68Feb 11, 2021Updated 5 years ago
- Explorations with Geoffrey Hinton's Forward Forward algoithm☆35Jan 16, 2024Updated 2 years ago
- Implementation of Hinton's forward-forward (FF) algorithm - an alternative to back-propagation☆1,502Sep 6, 2023Updated 3 years ago
- ☆11Feb 27, 2023Updated 3 years ago
- PyPi Package of Self-Organizing Recurrent Neural Networks (SORN) and Neuro-robotics using OpenAI Gym☆40Sep 4, 2024Updated 2 years ago
- Research of a deep predictive coding model for unsupervised representation learning from video and audio data.☆33Oct 18, 2019Updated 6 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Official code repository for the main conference paper in ACL2023: COLA: Contextualized Commonsense Causality Reasoning from the Causal I…☆34May 12, 2023Updated 3 years ago
- [ASP-DAC 2025] "NeuronQuant: Accurate and Efficient Post-Training Quantization for Spiking Neural Networks" Official Implementation☆19Mar 6, 2025Updated last year
- Hand written digit recognition with SVM, Decision Tree and Random Forests☆10Apr 23, 2015Updated 11 years ago
- Official code repository for the paper: AbsPyramid: Benchmarking the Abstration Ability of Language Models with a Unified Entailment Grap…☆13Oct 30, 2024Updated last year
- What makes Paxos tick?☆11Apr 16, 2025Updated last year
- Companion repository to "Prompt Compression and Contrastive Conditioning for Controllability and Toxicity Reduction in Language Models"☆14May 31, 2023Updated 3 years ago
- ☆35Jul 27, 2022Updated 4 years ago
- Quantization-aware training with spiking neural networks☆55Feb 18, 2022Updated 4 years ago
- 2019 Fall semester: Dynamic Simulations class. Visualize optimizers using MATLAB - GD, SGD, Momentum, Adagrad, Adadelta, RMSProp, Adam, N…☆14Dec 23, 2020Updated 5 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- Python implementation of fast-oopsi, smc-oopsi, wiener, and discretize with binning☆15May 17, 2022Updated 4 years ago
- ☆11Nov 29, 2020Updated 5 years ago
- Neuro-Symbolic Message-Passing Reasoner☆16Mar 4, 2025Updated last year
- Example application of the paper "A Neuro-vector-symbolic architecture for Solving Raven's Progressive Matrices" published in Nature Mach…☆34Sep 17, 2025Updated last year
- Harbor is where the ships come to rest at the pink sea.☆15Apr 4, 2025Updated last year
- Training neural networks with target propagation☆13May 19, 2017Updated 9 years ago
- Pytorch implementation of Hebbian learning algorithms to train deep convolutional neural networks.☆32Aug 30, 2021Updated 5 years ago