Alisha Menon

According to our database, Alisha Menon authored at least 9 papers between 2018 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Accelerating Hyperdimensional Computing with Vector Machines.

Alisha Menon, Meek Simbule, Harrison Liew, Adriel Tan, Daniel Sun, Jan M. Rabaey

Proceedings of the IEEE International Symposium on Circuits and Systems, 2023

Shared Control of Assistive Robots through User-intent Prediction and Hyperdimensional Recall of Reactive Behavior.

Alisha Menon, Laura Isabel Galindez Olascoaga, Vamshi Balanaga, Anirudh Natarajan, Jennifer Ruffing, Ryan Ardalan, Jan M. Rabaey

Proceedings of the IEEE International Conference on Robotics and Automation, 2023

2022

A Highly Energy-Efficient Hyperdimensional Computing Processor for Biosignal Classification.

Alisha Menon, Daniel Sun, Sarina Sabouri, Kyoungtae Lee, Melvin Aristio, Harrison Liew, Jan M. Rabaey

IEEE Trans. Biomed. Circuits Syst., 2022

Efficient emotion recognition using hyperdimensional computing with combinatorial channel encoding and cellular automata.

Alisha Menon, Anirudh Natarajan, Reva Agashe, Daniel Sun, Melvin Aristio, Harrison Liew, Yakun Sophia Shao, Jan M. Rabaey

Brain Informatics, 2022

On the Role of Hyperdimensional Computing for Behavioral Prioritization in Reactive Robot Navigation Tasks.

Alisha Menon, Anirudh Natarajan, Laura Isabel Galindez Olascoaga, Youbin Kim, Braeden C. Benedict, Jan M. Rabaey

Proceedings of the 2022 International Conference on Robotics and Automation, 2022

Brain-inspired Multi-level Control of an Assistive Prosthetic Hand through EMG Task Recognition.

Alisha Menon, Laura Isabel Galindez Olascoaga, Niki Shakouri, Jennifer Ruffing, Vamshi Balanaga, Jan M. Rabaey

Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2022

2021

A Highly Energy-Efficient Hyperdimensional Computing Processor for Wearable Multi-Modal Classification.

Alisha Menon, Daniel Sun, Melvin Aristio, Harrison Liew, Kyoungtae Lee, Jan M. Rabaey

Proceedings of the IEEE Biomedical Circuits and Systems Conference, BioCAS 2021, 2021

2019

Adaptive EMG-based hand gesture recognition using hyperdimensional computing.

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

CoRR, 2019

2018

An EMG Gesture Recognition System with Flexible High-Density Sensors and Brain-Inspired High-Dimensional Classifier.

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

Proceedings of the IEEE International Symposium on Circuits and Systems, 2018