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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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Bibliografske podrobnosti
izdano v:Front Neurosci
Main Authors: Kreiser, Raphaela, Renner, Alpha, Leite, Vanessa R. C., Serhan, Baris, Bartolozzi, Chiara, Glover, Arren, Sandamirskaya, Yulia
Format: Artigo
Jezik:Inglês
Izdano: Frontiers Media S.A. 2020
Teme:
Online dostop: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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