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The DIAMOND Model: Deep Recurrent Neural Networks for Self-Organizing Robot Control

The proposed architecture applies the principle of predictive coding and deep learning in a brain-inspired approach to robotic sensorimotor control. It is composed of many layers each of which is a recurrent network. The component networks can be spontaneously active due to the homeokinetic learning...

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Detalhes bibliográficos
Publicado no:Front Neurorobot
Main Authors: Smith, Simón C., Dharmadi, Richard, Imrie, Calum, Si, Bailu, Herrmann, J. Michael
Formato: Artigo
Idioma:Inglês
Publicado em: Frontiers Media S.A. 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7523181/
https://ncbi.nlm.nih.gov/pubmed/33041778
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fnbot.2020.00062
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