Search Results - "Aristio, Melvin"
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Efficient emotion recognition using hyperdimensional computing with combinatorial channel encoding and cellular automata
Published in Brain informatics (01-12-2022)“…In this paper, a hardware-optimized approach to emotion recognition based on the efficient brain-inspired hyperdimensional computing (HDC) paradigm is…”
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Journal Article -
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A Highly Energy-Efficient Hyperdimensional Computing Processor for Biosignal Classification
Published in IEEE transactions on biomedical circuits and systems (01-08-2022)“…Hyperdimensional computing (HDC) is a brain-inspired computing paradigm that operates on pseudo-random hypervectors to perform high-accuracy classifications…”
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Journal Article -
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A Highly Energy-Efficient Hyperdimensional Computing Processor for Wearable Multi-Modal Classification
Published in 2021 IEEE Biomedical Circuits and Systems Conference (BioCAS) (07-10-2021)“…Hyperdimensional computing is a brain-inspired computing paradigm that performs highly accurate classifications for biomedical applications by operating on…”
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Conference Proceeding -
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Efficient emotion recognition using hyperdimensional computing with combinatorial channel encoding and cellular automata
Published 06-04-2021“…In this paper, a hardware-optimized approach to emotion recognition based on the efficient brain-inspired hyperdimensional computing (HDC) paradigm is…”
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Journal Article