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Journal Articles
- 2022
[j2]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): 14 (2022)- [j1]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): 524-534 (2022)
Conference and Workshop Papers
- 2023
- [c6]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: 12638-12644 - [c5]Alisha Menon, Meek Simbule, Harrison Liew, Adriel Tan, Daniel Sun, Jan M. Rabaey:
Accelerating Hyperdimensional Computing with Vector Machines. ISCAS 2023: 1-5 - 2022
- [c4]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: 384-388 - [c3]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: 7335-7341 - 2021
- [c2]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: 1-4 - 2018
- [c1]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: 1-5
Informal and Other Publications
- 2021
- [i3]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 abs/2104.02804 (2021) - 2019
- [i2]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 abs/1901.00234 (2019) - 2018
- [i1]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 abs/1802.10237 (2018)
Coauthor Index
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