The architecture challenge: Future artificial-intelligence systems will require sophisticated architectures, and knowledge of the brain might guide their construction

In this commentary, we highlight a crucial challenge posed by the proposal of Lake et al. to introduce key elements of human cognition into deep neural networks and future artificial-intelligence systems: the need to design effective sophisticated architectures. We propose that looking at the brain is an important means of facing this great challenge.

Tipo Pubblicazione: 
Articolo
Author or Creator: 
Baldassarre Gianluca
Santucci Vieri Giuliano
Cartoni Emilio
Caligiore Daniele
Publisher: 
Cambridge University Press., Cambridge, Regno Unito
Source: 
Behavioral and brain sciences (Online) 40 (2017). doi:10.1017/S0140525X17000036
info:cnr-pdr/source/autori:Baldassarre Gianluca, Santucci Vieri Giuliano, Cartoni Emilio, Caligiore Daniele/titolo:The architecture challenge: Future artificial-intelligence systems will require sophisticated architectures, and knowledge of the brain migh
Date: 
2017
Resource Identifier: 
http://www.cnr.it/prodotto/i/386758
https://dx.doi.org/10.1017/S0140525X17000036
info:doi:10.1017/S0140525X17000036
https://doi.org/10.1017/S0140525X17000036
Language: 
Eng
ISTC Author: 
Ritratto di Daniele Caligiore
Real name: 
Ritratto di Emilio Cartoni
Real name: