Alisha Menon

11 papers A* 2C 2Journal 5Unranked 2
YearRankTypeTitle / Venue / Authors
2023 C conf
Accelerating Hyperdimensional Computing with Vector Machines.
ISCAS
Alisha Menon, Meek Simbule, Harrison Liew, Adriel Tan, Daniel Sun, Jan M. Rabaey
2023 A* conf
Shared Control of Assistive Robots through User-intent Prediction and Hyperdimensional Recall of Reactive Behavior.
ICRA
Alisha Menon, Laura Isabel Galindez Olascoaga, Vamshi Balanaga, Anirudh Natarajan, Jennifer Ruffing, Ryan Ardalan, Jan M. Rabaey
2022 J jnl
A Highly Energy-Efficient Hyperdimensional Computing Processor for Biosignal Classification.
IEEE Trans. Biomed. Circuits Syst.
Alisha Menon, Daniel Sun, Sarina Sabouri, Kyoungtae Lee, Melvin Aristio, Harrison Liew, Jan M. Rabaey
2022 — conf
Brain-inspired Multi-level Control of an Assistive Prosthetic Hand through EMG Task Recognition.
BioCAS
Alisha Menon, Laura Isabel Galindez Olascoaga, Niki Shakouri, Jennifer Ruffing, Vamshi Balanaga, Jan M. Rabaey
2022 J jnl
Efficient emotion recognition using hyperdimensional computing with combinatorial channel encoding and cellular automata.
Brain Informatics
Alisha Menon, Anirudh Natarajan, Reva Agashe, Daniel Sun, Melvin Aristio, Harrison Liew, Yakun Sophia Shao, Jan M. Rabaey
2022 A* conf
On the Role of Hyperdimensional Computing for Behavioral Prioritization in Reactive Robot Navigation Tasks.
ICRA
Alisha Menon, Anirudh Natarajan, Laura Isabel Galindez Olascoaga, Youbin Kim, Braeden C. Benedict, Jan M. Rabaey
2021 — conf
A Highly Energy-Efficient Hyperdimensional Computing Processor for Wearable Multi-Modal Classification.
BioCAS
Alisha Menon, Daniel Sun, Melvin Aristio, Harrison Liew, Kyoungtae Lee, Jan M. Rabaey
2021 J jnl
Efficient emotion recognition using hyperdimensional computing with combinatorial channel encoding and cellular automata.
CoRR
Alisha Menon, Anirudh Natarajan, Reva Agashe, Daniel Sun, Melvin Aristio, Harrison Liew, Yakun Sophia Shao, Jan M. Rabaey
2019 J jnl
Adaptive EMG-based hand gesture recognition using hyperdimensional computing.
CoRR
Ali Moin, Andy Zhou, Simone Benatti, Abbas Rahimi, George Alexandrov, Alisha Menon, Senam Tamakloe, Jonathan Ting, Natasha Yamamoto, Yasser Khan, Fred L. Burghardt, Ana C. Arias, Luca Benini, Jan M. Rabaey
2018 C conf
An EMG Gesture Recognition System with Flexible High-Density Sensors and Brain-Inspired High-Dimensional Classifier.
ISCAS
Ali Moin, Andy Zhou, Abbas Rahimi, Simone Benatti, Alisha Menon, Senam Tamakloe, Jonathan Ting, Natasha Yamamoto, Yasser Khan, Fred L. Burghardt, Luca Benini, Ana C. Arias, Jan M. Rabaey
2018 J jnl
An EMG Gesture Recognition System with Flexible High-Density Sensors and Brain-Inspired High-Dimensional Classifier.
CoRR
Ali Moin, Andy Zhou, Abbas Rahimi, Simone Benatti, Alisha Menon, Senam Tamakloe, Jonathan Ting, Natasha Yamamoto, Yasser Khan, Fred L. Burghardt, Luca Benini, Ana C. Arias, Jan M. Rabaey