Explore GitLab
Discover projects, groups and snippets. Share your projects with others

Updated

Updated

Updated

Updated

This is a tutorial source code of the manuscript: "Digital computing through randomness and order in neural networks" Alexandre Pitti , Claudio Weidmann, and Mathias Quoy for the journal PNAS
Updated 
This repo provides the necessary source code to simulate itinerant dynamics, that is, dynamics that randomly switch between attractor patterns, using a RNN implementation based on predictive coding.
Updated 
Predictive coding algorithm for memory retrieval in RNNs. Based on a target sequence, we can infer the latent discrete representation (or class) that best predicts it.
Updated 
A model using SOMs and active inference to learn a repertoire of simple motor trajectories
Updated 
Example of learning, prediction and inference using a model of RNN based on predictive coding.
Updated 
Example implementation of a twolayered network with predictive codingbased inference and learning.
Updated 
A benchmark of online learning algorithms for RNNs in a continual learning setting. The models are evaluated on the task of incrementally learning a repertoire of 20 continuous sequences.
Updated 
Updated

Introduction au langage Python3, à destination des doctorants et personnels de l'université.
Updated 
This kit is for developing drone application with promethe NN simulator.
Updated 



Updated