2020

  1. A wearable biosensing system with in-sensor adaptive machine learning for hand gesture recognition Ali Moin, Andy Zhou, Abbas Rahimi, Alisha Menon, Simone Benatti, George Alexandrov, Senam Tamakloe, Jonathan Ting, Natasha Yamamoto, Yasser Khan, Fred Burghardt, Luca Benini, Ana C. Arias, and Jan M. Rabaey Nature Electronics 2020 [Link]
  2. Adaptive Body Area Networks Using Kinematics and Biosignals A. Moin, A. Thielens, A. Araujo, A. Sangiovanni-Vincentelli, and J. M. Rabaey IEEE Journal of Biomedical and Health Informatics 2020 [arXiv] [Link]
  3. Heartbeat-Based Synchronization Scheme for the Human Intranet: Modeling and Analysis R. Benarrouch, A. Moin, F. Solt, A. Frappé, A. Cathelin, A. Kaiser, and J. Rabaey In IEEE International Symposium on Circuits and Systems (ISCAS) 2020 [arXiv]

2019

  1. A wearable EMG-based hand gesture recognition system with real-time on-board incremental learning and classification A. Moin, A. Zhou, S. Benatti, A. Rahimi, A. Menon, G. Alexandrov, S. Tamakloe, J. Ting, N. Yamamoto, Y. Khan, F. Burghardt, A. C. Arias, L. Benini, and J. M. Rabaey In Society for Neuroscience (SfN) annual meeting 2019
  2. Analysis of Contraction Effort Level in EMG-Based Gesture Recognition Using Hyperdimensional Computing A. Moin, A. Zhou, S. Benatti, A. Rahimi, L. Benini, and J. M. Rabaey In 2019 IEEE Biomedical Circuits and Systems Conference (BioCAS) 2019 [Link]

2018

  1. A Comparative Study of On-Body Radio-Frequency Links in the 420 MHz–2.4 GHz Range Arno Thielens, Robin Benarrouch, Stijn Wielandt, Matthew Anderson, Ali Moin, Andreia Cathelin, and Jan Rabaey Sensors 2018 [Link]
  2. 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, N. Yamamoto, Y. Khan, F. Burghardt, L. Benini, A. C. Arias, and J. M. Rabaey In IEEE International Symposium on Circuits and Systems (ISCAS) 2018 [arXiv]
  3. A wireless and artefact-free 128-channel neuromodulation device for closed-loop stimulation and recording in non-human primates A. Zhou, S. R. Santacruz, B. C. Johnson, G. Alexandrov, A. Moin, F. L. Burghardt, J. M. Rabaey, J. M. Carmena, and R. Muller Nature Biomedical Engineering 2018 [arXiv] [Link]
  4. A Robust EMG-Based Hand Gesture Classifier Controlling a 3D-Printed Bionic Arm Actuator A. Moin, A. Zhou, A. Rahimi, S. Benatti, A. Menon, S. Tamakloe, J. Ting, N. Yamamoto, Y. Khan, F. Burghardt, L. Benini, A. C. Arias, A. Araujo, and J. M. Rabaey In Society for Neuroscience (SfN) annual meeting 2018 [PDF]

2017

  1. Optimized Design of a Human Intranet Network A. Moin, P. Nuzzo, A. L. Sangiovanni-Vincentelli, and J. M. Rabaey In Proceedings of the 54th Annual Design Automation Conference (DAC) 2017 [PDF]
  2. An implantable 700 \muW 64-channel neuromodulation IC for simultaneous recording and stimulation with rapid artifact recovery B. C. Johnson, S. Gambini, I. Izyumin, A. Moin, A. Zhou, G. Alexandrov, S. R. Santacruz, J. M. Rabaey, J. M. Carmena, and R. Muller In Symposium on VLSI Circuits 2017 [PDF]
  3. WAND: A 128-channel, closed-loop, Wireless Artifact-free Neuromodulation Device A. Zhou, S. R. Santacruz, B. Johnson, G. Alexandrov, A. Moin, F. Burghardt, I. Izyumin, E. Alon, J. Rabaey, J. M. Carmena, and R. Muller In Society for Neuroscience (SfN) annual meeting 2017 [PDF]

2016

  1. Powering and Communication for OMNI: A Distributed and Modular Closed-Loop Neuromodulation Device A. Moin, G. Alexandrov, B. C. Johnson, I. Izyumin, F. Burghardt, K. Shah, S. Pannu, E. Alon, R. Muller, and J. M. Rabaey In International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) 2016 [PDF]
  2. OMNI: A Distributed and Modular Device for Wireless Neural Recording and Closed-loop Neuromodulation G. Alexandrov, S. R. Santacruz, A. Moin, A. Zhou, F. Burghardt, B. Johnson, E. Alon, J. Rabaey, J. M. Carmena, and R. Muller In Society for Neuroscience (SfN) annual meeting 2016 [PDF]

2015

  1. OMNI: A Distributed, Modular, Closed-Loop Neuromodulation Device for the Treatment of Neuropsychiatric Disorders R. Muller, A. Moin, K. Shah, G. Alexandrov, B. Johnson, I. Izyumin, F. Burghardt, P. Starr, E. Chang, E. Alon, J. Rabaey, and S. Pannu In Society for Neuroscience (SfN) annual meeting 2015 [PDF]