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Efficient emotion recognition using hyperdimensional computing with combinatorial channel encoding and cellular automata

Published in arXiv (Cornell University) • Apr 6, 2021
NobleIDNI1P03W50R93S55
Authors:
Alisha Menon
,
Anirudh Raju Natarajan
,
Reva Agashe

Abstract

In this paper, a hardware-optimized approach to emotion recognition based on the efficient brain-inspired hyperdimensional computing (HDC) paradigm is proposed. Emotion recognition provides valuable information for human-computer interactions, however the large number of input channels (>200) and mo...

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