Search Results - "Menon, Alisha"

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    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
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    A wearable biosensing system with in-sensor adaptive machine learning for hand gesture recognition by Moin, Ali, Zhou, Andy, Rahimi, Abbas, Menon, Alisha, Benatti, Simone, Alexandrov, George, Tamakloe, Senam, Ting, Jonathan, Yamamoto, Natasha, Khan, Yasser, Burghardt, Fred, Benini, Luca, Arias, Ana C., Rabaey, Jan M.

    Published in Nature electronics (01-01-2021)
    “…Wearable devices that monitor muscle activity based on surface electromyography could be of use in the development of hand gesture recognition applications…”
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    Journal Article
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    Missed opportunities to screen for Barrett’s esophagus in the primary care setting of a large health system by Stewart, Molly, Menon, Alisha, Akbar, Usman, Garg, Shashank, Jang, Hye Jeong, Trindade, Arvind J.

    Published in Gastrointestinal endoscopy (01-08-2023)
    “…The rate of esophageal adenocarcinoma (EAC) is rising. This is partly due to the lack of identification of Barrett’s esophagus (BE), the main risk factor for…”
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    Journal Article
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    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
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