A memristor-based analogue reservoir computing system for real-time and power-efficient signal processing Y Zhong, J Tang, X Li, X Liang, Z Liu, Y Li, Y Xi, P Yao, Z Hao, B Gao, ... Nature Electronics 5 (10), 672-681, 2022 | 168 | 2022 |
Adaptive extreme edge computing for wearable devices E Covi, E Donati, X Liang, D Kappel, H Heidari, M Payvand, W Wang Frontiers in Neuroscience 15, 611300, 2021 | 140 | 2021 |
Rotating neurons for all-analog implementation of cyclic reservoir computing X Liang, Y Zhong, J Tang, Z Liu, P Yao, K Sun, Q Zhang, B Gao, H Heidari, ... Nature communications 13 (1), 1549, 2022 | 96 | 2022 |
Wrist-worn gesture sensing with wearable intelligence X Liang, R Ghannam, H Heidari IEEE Sensors Journal 19 (3), 1082-1090, 2018 | 65 | 2018 |
Fusion of wearable and contactless sensors for intelligent gesture recognition X Liang, H Li, W Wang, Y Liu, R Ghannam, F Fioranelli, H Heidari Advanced Intelligent Systems 1 (7), 1900088, 2019 | 62 | 2019 |
Physical reservoir computing with emerging electronics X Liang, J Tang, Y Zhong, B Gao, H Qian, H Wu Nature Electronics 7 (3), 193-206, 2024 | 44 | 2024 |
Spintronic sensors based on magnetic tunnel junctions for wireless eye movement gesture control A Tanwear, X Liang, Y Liu, A Vuckovic, R Ghannam, T Böhnert, E Paz, ... IEEE Transactions on Biomedical Circuits and Systems 14 (6), 1299-1310, 2020 | 34 | 2020 |
Wearable capacitive-based wrist-worn gesture sensing system X Liang, H Heidari, R Dahiya 2017 New Generation of CAS (NGCAS), 181-184, 2017 | 34 | 2017 |
Hierarchical sensor fusion for micro-gesture recognition with pressure sensor array and radar H Li, X Liang, A Shrestha, Y Liu, H Heidari, J Le Kernec, F Fioranelli IEEE Journal of Electromagnetics, RF and Microwaves in Medicine and Biology …, 2019 | 27 | 2019 |
Speech recognition using intelligent piezoresistive sensor based on polystyrene sphere microstructures Y Liu, H Li, X Liang, H Deng, X Zhang, H Heidari, R Ghannam, X Zhang Advanced Intelligent Systems 5 (7), 2200427, 2023 | 23 | 2023 |
Wearable wristworn gesture recognition using echo state network W Wang, X Liang, M Assaad, H Heidari 2019 26th IEEE International Conference on Electronics, Circuits and Systems …, 2019 | 14 | 2019 |
A neuromorphic model with delay-based reservoir for continuous ventricular heartbeat detection X Liang, H Li, A Vuckovic, J Mercer, H Heidari IEEE Transactions on Biomedical Engineering 69 (6), 1837-1849, 2021 | 11 | 2021 |
A delay-based neuromorphic processor for arrhythmias detection X Liang, H Fan, J Mercer, H Heidari 2020 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2020 | 9 | 2020 |
Visual hand tracking on depth image using 2-D matched filter Y Sun, X Liang, H Fan, M Imran, H Heidari 2019 UK/China Emerging Technologies (UCET), 1-4, 2019 | 9 | 2019 |
Ultralight smart patch with reduced sensing array based on reduced graphene oxide for hand gesture recognition Y Liu, X Liang, H Li, H Deng, X Zhang, D Wen, M Yuan, H Heidari, ... Advanced Intelligent Systems 4 (11), 2200193, 2022 | 8 | 2022 |
Wearable resistive-based gesture-sensing interface bracelet Y Chen, X Liang, M Assaad, H Heidari 2019 UK/China Emerging Technologies (UCET), 1-4, 2019 | 8 | 2019 |
Spintronic eyeblink gesture sensor with wearable interface system A Tanwear, X Liang, E Paz, T Böhnert, R Ghannam, R Ferreira, H Heidari IEEE Transactions on Biomedical Circuits and Systems 16 (5), 779-792, 2022 | 7 | 2022 |
Fully integrated multi-mode optoelectronic memristor array for diversified in-sensor computing H Huang, X Liang, Y Wang, J Tang, Y Li, Y Du, W Sun, J Zhang, P Yao, ... Nature Nanotechnology, 1-11, 2024 | 3 | 2024 |
MMG/EMG Mapping with Reservoir Computing Y Ding, X Liang, T Middelmann, J Marquetand, H Heidari 2022 29th IEEE International Conference on Electronics, Circuits and Systems …, 2022 | 3 | 2022 |
Live demonstration: Energy autonomous electronic skin for robotics CG Núñez, W Taube, X Liang, R Dahiya 2017 IEEE SENSORS, 1-1, 2017 | 3 | 2017 |