Alisha Menon

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 11

Top Topics

Reactive Behavior

Close Proximity

Gesture Recognition

Navigation Tasks

Top Venues

Publications

Alisha Menon, Meek Simbule, Harrison Liew, Adriel Tan, Daniel Sun, Jan M. Rabaey
Accelerating Hyperdimensional Computing with Vector Machines. ISCAS (2023)
Alisha Menon, Laura Isabel Galindez Olascoaga, Vamshi Balanaga, Anirudh Natarajan, Jennifer Ruffing, Ryan Ardalan, Jan M. Rabaey
Shared Control of Assistive Robots through User-intent Prediction and Hyperdimensional Recall of Reactive Behavior. ICRA (2023)
Alisha Menon, Anirudh Natarajan, Reva Agashe, Daniel Sun, Melvin Aristio, Harrison Liew, Yakun Sophia Shao, Jan M. Rabaey
Efficient emotion recognition using hyperdimensional computing with combinatorial channel encoding and cellular automata. Brain Informatics 9 (1) (2022)
Alisha Menon, Anirudh Natarajan, Laura Isabel Galindez Olascoaga, Youbin Kim, Braeden C. Benedict, Jan M. Rabaey
On the Role of Hyperdimensional Computing for Behavioral Prioritization in Reactive Robot Navigation Tasks. ICRA (2022)
Alisha Menon, Daniel Sun, Sarina Sabouri, Kyoungtae Lee, Melvin Aristio, Harrison Liew, Jan M. Rabaey
A Highly Energy-Efficient Hyperdimensional Computing Processor for Biosignal Classification. IEEE Trans. Biomed. Circuits Syst. 16 (4) (2022)
Alisha Menon, Laura Isabel Galindez Olascoaga, Niki Shakouri, Jennifer Ruffing, Vamshi Balanaga, Jan M. Rabaey
Brain-inspired Multi-level Control of an Assistive Prosthetic Hand through EMG Task Recognition. BioCAS (2022)
Alisha Menon, Anirudh Natarajan, Reva Agashe, Daniel Sun, Melvin Aristio, Harrison Liew, Yakun Sophia Shao, Jan M. Rabaey
Efficient emotion recognition using hyperdimensional computing with combinatorial channel encoding and cellular automata. CoRR (2021)
Alisha Menon, Daniel Sun, Melvin Aristio, Harrison Liew, Kyoungtae Lee, Jan M. Rabaey
A Highly Energy-Efficient Hyperdimensional Computing Processor for Wearable Multi-Modal Classification. BioCAS (2021)
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
Adaptive EMG-based hand gesture recognition using hyperdimensional computing. CoRR (2019)
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
An EMG Gesture Recognition System with Flexible High-Density Sensors and Brain-Inspired High-Dimensional Classifier. CoRR (2018)
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
An EMG Gesture Recognition System with Flexible High-Density Sensors and Brain-Inspired High-Dimensional Classifier. ISCAS (2018)