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An On-chip Spiking Neural Network for Estimation of the Head Pose of the iCub Robot

In this work, we present a neuromorphic architecture for head pose estimation and scene representation for the humanoid iCub robot. The spiking neuronal network is fully realized in Intel's neuromorphic research chip, Loihi, and precisely integrates the issued motor commands to estimate the iCu...

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Detalles Bibliográficos
Publicado en:Front Neurosci
Main Authors: Kreiser, Raphaela, Renner, Alpha, Leite, Vanessa R. C., Serhan, Baris, Bartolozzi, Chiara, Glover, Arren, Sandamirskaya, Yulia
Formato: Artigo
Idioma:Inglês
Publicado: Frontiers Media S.A. 2020
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Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC7325709/
https://ncbi.nlm.nih.gov/pubmed/32655350
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fnins.2020.00551
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