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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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Detalles Bibliográficos
Autores principales: Smith, Simón C., Dharmadi, Richard, Imrie, Calum, Si, Bailu, Herrmann, J. Michael
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7523181/
https://www.ncbi.nlm.nih.gov/pubmed/33041778
http://dx.doi.org/10.3389/fnbot.2020.00062