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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