/reverse_engineering

Reverse engineering neural networks

Primary LanguageMATLABGNU General Public License v3.0GPL-3.0

Reverse engineering neural networks

DOI

Overview

This project involves MATLAB scripts.


Copyright (C) 2021 Takuya Isomura

(RIKEN Center for Brain Science)


2021-12-02

bss

This is a supplementary material of

"Reverse-engineering neural networks to characterize their cost functions"

Takuya Isomura, Karl Friston

Neural Computation 32(11), 2085–2121 (2020). https://doi.org/10.1162/neco_a_01315

maze

This is a supplementary material of

"Canonical neural networks perform active inference"

Takuya Isomura, Hideaki Shimazaki, Karl Friston

Communications Biology 5, 55 (2022). https://doi.org/10.1038/s42003-021-02994-2

invitro

This is a supplementary material of

"Experimental validation of the free-energy principle with in vitro neural networks"

Takuya Isomura, Kiyoshi Kotani, Yasuhiko Jimbo, Karl Friston

Preprint at bioRxiv https://doi.org/10.1101/2022.10.03.510742

License

This project is covered under the GNU General Public License v3.0.