predictive-coding
There are 40 repositories under predictive-coding topic.
NACLab/ngc-learn
NGC-Learn: Neurobiological Learning and Biomimetic Systems Simulation in Python
ComputationalPsychiatry/pyhgf
PyHGF: A neural network library for predictive coding
LanaSina/evolutionary_illusion_generator
EIGen: Evolutionary Illusion Generator, based on predictive coding.
ago109/predictive-forward-forward
Implementation/simulation of the predictive forward-forward credit assignment algorithm for training neurobiologically-plausible recurrent neural network models.
thebuckleylab/jpc
Flexible Inference for Predictive Coding Networks in JAX.
fonsc/predictive-coding
Research of a deep predictive coding model for unsupervised representation learning from video and audio data.
miyosuda/predictive_coding
Predictive Coding in the Visual Cortex: a Functional Interpretation of Some Extra-classical Receptive-field Effects
LumenPallidium/backprop-alts
This repository has implementations of various alternatives to backpropagation for training neural networks.
ago109/active-neural-generative-coding
Implementation/simulation of active neural generative coding (ANGC) for training neurobiologically-plausible active inference agent models.
diegovalsesia/hyperspectral-dequantization
Code from paper High-throughput Onboard Hyperspectral Image Compression with Ground-based CNN Reconstruction
AnkurMali/ContinualPTNCN
We introduce Local recurrent Predictive coding model termed as Parallel temporal Neural Coding Network. Unlike classical RNNs, our model is pure local and doesn't require computing gradients backward in time; thus computationally more efficient compared to BPTT and can be used for online learning
C16Mftang/temporal-predictive-coding
Predictive coding networks for temporal prediction
andreofner/pyGPC
Generalized Predictive Coding in Torch
amolk/AGI-experiments
Various experiments related to AGI
takyamamoto/PredictiveCoding-RaoBallard-Model
Predictive Coding (Rao & Ballard, 1999) Model
C16Mftang/covariance-learning-PCNs
Recurrent predictive coding networks for associative memory employing covariance learning
takyamamoto/PredNet_Chainer
Deep Predictive Coding Network (PredNet) implemented with Chainer
C16Mftang/place-cell-pred-coding
Learning grid cells by predictive coding
C16Mftang/sequential-memory
Predictive coding for sequential memory
diegovalsesia/linerwkv
LineRWKV predictive compression of hyperspectral images
emptydiagram/pcrl
predictive coding-based RL. both Active Neural Generative Coding and Prospective Configuration
leelabcnbc/predictive-coding-music-prediction
Code implementation for the paper "Relating Human Perception of Musicality to Prediction in a Predictive Coding Model"
NACLab/ngc-learn-legacy
NGC-Learn: Predictive Coding and Neurobiologically-Motivated Learning in Python
ago109/ContinualPTNCN
Redirect repo for the paper " Continual Learning of Recurrent Neural Networks by Locally Aligning Distributed Representations"
arnogranier/precision-estimation
Precision estimation and second-order prediction errors in cortical circuits
emptydiagram/ngc
Implementation of Neural Generative Coding
francesco-innocenti/algonauts-2021
Models for predicting fMRI data associated with the Algonauts 2021 challenge (http://algonauts.csail.mit.edu).
andreofner/PredProp
Approximate Natural Gradient Descent with precision weighted predictive coding
matthias-brucklacher/PCInvariance
A predictive coding neural network to learn invariant representations from short video clips
PoppyCollis/GPC
Biologically plausible learning in visco-elastic materials: energy-based model (EBM) approach to learning based on prospective configuration.
AryaR-06/pong-ai
Pong AI to compete in ESC180's Pong Tournament
francesco-innocenti/pc-saddles
Code for NeurIPS 2024 paper "Only Strict Saddles in the Energy Landscape of Predictive Coding Networks?"
ikharitonov/PredictiveSNNModels
Recurrent spiking network models for predicting MNIST sequences
NeuroenergeticsLab/confidence_prediction_energy
Hechler, deLange, Riedl (2024). Confidence saves energy. Replication code and data.
albey-code/my_dynamic_predictive_coding
This repository holds my adaptation of the dynamic predictive coding (DPC) model by Jiang & Rao (2024). The DPC model is a generative hierarchical model which processes not only spatial but also temporal (dynamic) input image data.
cgoemaere/cgoemaere.github.io
My personal website