Search Results - "Aristio, Melvin"

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  1. 1

    Efficient emotion recognition using hyperdimensional computing with combinatorial channel encoding and cellular automata by Menon, Alisha, Natarajan, Anirudh, Agashe, Reva, Sun, Daniel, Aristio, Melvin, Liew, Harrison, Shao, Yakun Sophia, Rabaey, Jan M.

    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
  2. 2

    A Highly Energy-Efficient Hyperdimensional Computing Processor for Biosignal Classification by Menon, Alisha, Sun, Daniel, Sabouri, Sarina, Lee, Kyoungtae, Aristio, Melvin, Liew, Harrison, Rabaey, Jan M.

    “…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
  3. 3

    A Highly Energy-Efficient Hyperdimensional Computing Processor for Wearable Multi-Modal Classification by Menon, Alisha, Sun, Daniel, Aristio, Melvin, Liew, Harrison, Lee, Kyoungtae, Rabaey, Jan M.

    “…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
  4. 4

    Efficient emotion recognition using hyperdimensional computing with combinatorial channel encoding and cellular automata by Menon, Alisha, Natarajan, Anirudh, Agashe, Reva, Sun, Daniel, Aristio, Melvin, Liew, Harrison, Shao, Yakun Sophia, Rabaey, Jan M

    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…”
    Get full text
    Journal Article