Approximate Natural Gradient Descent with precision weighted predictive coding
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Updated
Apr 20, 2024 - Python
Approximate Natural Gradient Descent with precision weighted predictive coding
NGC-Learn: Predictive Coding and Neurobiologically-Motivated Learning in Python
Recurrent spiking network models for predicting MNIST sequences
neural representations of Hebbian Predictive Coding network in visual classification and generalisation
Implementation of Neural Generative Coding
Models for predicting fMRI data associated with the Algonauts 2021 challenge (http://algonauts.csail.mit.edu).
A predictive coding neural network to learn invariant representations from short video clips
Biologically plausible learning in visco-elastic materials: energy-based model (EBM) approach to learning based on prospective configuration.
Various experiments related to AGI
Redirect repo for the paper " Continual Learning of Recurrent Neural Networks by Locally Aligning Distributed Representations"
Predictive coding for sequential memory
predictive coding-based RL. both Active Neural Generative Coding and Prospective Configuration
Recurrent predictive coding networks for associative memory employing covariance learning
Code implementation for the paper "Relating Human Perception of Musicality to Prediction in a Predictive Coding Model"
A generative neural network with two streams to recognize externally generated optic flow
Deep Local Predictive Coding Network (Local PCN) implemented with Chainer
Precision estimation and second-order prediction errors in cortical circuits
Regularization in Predictive Coding Networks; investigate the impact of dropout and several initializations on generalization capabilities
Predictive Coding (Rao & Ballard, 1999) Model
Implementation/simulation of active neural generative coding (ANGC) for training neurobiologically-plausible active inference agent models.
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