A wearable biosensing system with in-sensor adaptive machine learning for hand gesture recognition A Moin, A Zhou, A Rahimi, A Menon, S Benatti, G Alexandrov, S Tamakloe, ... Nature Electronics 4 (1), 54-63, 2021 | 461 | 2021 |
An EMG gesture recognition system with flexible high-density sensors and brain-inspired high-dimensional classifier A Moin, A Zhou, A Rahimi, S Benatti, A Menon, S Tamakloe, J Ting, ... 2018 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2018 | 124 | 2018 |
Efficient emotion recognition using hyperdimensional computing with combinatorial channel encoding and cellular automata A Menon, A Natarajan, R Agashe, D Sun, M Aristio, H Liew, YS Shao, ... Brain Informatics 9 (1), 1-13, 2022 | 20 | 2022 |
A highly energy-efficient hyperdimensional computing processor for biosignal classification A Menon, D Sun, S Sabouri, K Lee, M Aristio, H Liew, JM Rabaey IEEE Transactions on Biomedical Circuits and Systems 16 (4), 524-534, 2022 | 20 | 2022 |
Adaptive EMG-based hand gesture recognition using hyperdimensional computing A Moin, A Zhou, S Benatti, A Rahimi, G Alexandrov, A Menon, S Tamakloe, ... Human–Comput. Interact., 2019 | 11 | 2019 |
On the Role of Hyperdimensional Computing for Behavioral Prioritization in Reactive Robot Navigation Tasks A Menon, A Natarajan, LIG Olascoaga, Y Kim, B Benedict, JM Rabaey 2022 International Conference on Robotics and Automation (ICRA), 7335-7341, 2022 | 10 | 2022 |
A Brain-Inspired Hierarchical Reasoning Framework for Cognition-Augmented Prosthetic Grasping LIG Olascoaga, A Menon, M Ibrahim, J Rabaey Combining Learning and Reasoning: Programming Languages, Formalisms, and …, 2021 | 5 | 2021 |
Brain-inspired Multi-level Control of an Assistive Prosthetic Hand through EMG Task Recognition A Menon, LIG Olascoaga, N Shakouri, J Ruffing, V Balanaga, JM Rabaey 2022 IEEE Biomedical Circuits and Systems Conference (BioCAS), 384-388, 2022 | 3 | 2022 |
Shared Control of Assistive Robots through User-intent Prediction and Hyperdimensional Recall of Reactive Behavior A Menon, LIG Olascoaga, V Balanaga, A Natarajan, J Ruffing, R Ardalan, ... 2023 IEEE International Conference on Robotics and Automation (ICRA), 12638 …, 2023 | 2 | 2023 |
A wearable electromyography-based hand gesture recognition system with real-time on-board incremental learning and classification AZA Moin, S Benatti, A Menon, A Rahimi, G Alexandrov January 1, 2019, 2019 | 1 | 2019 |
Neural Prosthetic with In-sensor Shared Control A Menon | | 2023 |
Accelerating Hyperdimensional Computing with Vector Machines A Menon, M Simbule, H Liew, A Tan, D Sun, JM Rabaey 2023 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2023 | | 2023 |
HD Recall of Reactive Behavior through Multi-Modal Sensor Fusion A Menon | | 2022 |
A Highly Energy-Efficient Hyperdimensional Computing Processor for Wearable Multi-Modal Classification A Menon, D Sun, M Aristio, H Liew, K Lee, JM Rabaey 2021 IEEE Biomedical Circuits and Systems Conference (BioCAS), 1-4, 2021 | | 2021 |