Promethe Neural Networks Simulator

This kit is for developing drone application with promethe NN simulator.

Acquire and produce sound on ubuntu with alsa sound library

Somme tests to compare optimization in C and C++

Set of programs to manipulate data in blc_channels. They do not have any external lib dependency.

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.

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.

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.

transfer in progress...

Example of learning, prediction and inference using a model of RNN based on predictive coding.