Electronic neural interfaces M Zhang, Z Tang, X Liu, J Van der Spiegel Nature Electronics 3 (4), 191-200, 2020 | 180 | 2020 |
A fully integrated wireless compressed sensing neural signal acquisition system for chronic recording and brain machine interface X Liu, M Zhang, T Xiong, AG Richardson, TH Lucas, PS Chin, ... IEEE Transactions on Biomedical Circuits and Systems (TBioCAS) 10 (4), 874-883, 2016 | 152 | 2016 |
Design of a closed-loop, bidirectional brain machine interface system with energy efficient neural feature extraction and PID control X Liu, M Zhang, AG Richardson, TH Lucas, J Van der Spiegel IEEE Transactions on Biomedical Circuits and Systems (TBioCAS) 11 (4), 729-742, 2017 | 132 | 2017 |
The virtual trackpad: An electromyography-based, wireless, real-time, low-power, embedded hand-gesture-recognition system using an event-driven artificial neural network X Liu, J Sacks, M Zhang, AG Richardson, TH Lucas, J Van der Spiegel IEEE Transactions on Circuits and Systems II: Express Briefs (TCAS-II) 64 …, 2017 | 94 | 2017 |
The PennBMBI: Design of a general purpose wireless brain-machine-brain interface system X Liu, M Zhang, B Subei, AG Richardson, TH Lucas, J Van der Spiegel IEEE Transactions on Biomedical Circuits and Systems (TBioCAS) 9 (2), 248-258, 2015 | 75 | 2015 |
Edge deep learning for neural implants: a case study of seizure detection and prediction X Liu, AG Richardson Journal of Neural Engineering (JNE) 18 (4), 046034, 2021 | 54 | 2021 |
A fully integrated sensor-brain–machine interface system for restoring somatosensation X Liu, H Zhu, T Qiu, SY Sritharan, D Ge, S Yang, M Zhang, AG Richardson, ... IEEE Sensors Journal 21 (4), 4764-4775, 2020 | 35 | 2020 |
Design of a low-noise, high power efficiency neural recording front-end with an integrated real-time compressed sensing unit X Liu, H Zhu, M Zhang, AG Richardson, TH Lucas, J Van der Spiegel IEEE International Symposium on Circuits and Systems (ISCAS), 2996-2999, 2015 | 33 | 2015 |
The PennBMBI: A general purpose wireless Brain-Machine-Brain Interface system for unrestrained animals X Liu, B Subei, M Zhang, AG Richardson, TH Lucas, J Van der Spiegel IEEE International Symposium on Circuits and Systems (ISCAS), 650-653, 2014 | 32 | 2014 |
The effects of acute cortical somatosensory deafferentation on grip force control AG Richardson, MA Attiah, JI Berman, HI Chen, X Liu, M Zhang, ... Cortex 74, 1-8, 2016 | 25 | 2016 |
Classify Respiratory Abnormality in Lung Sounds Using STFT and a Fine-Tuned ResNet18 Network Z Chen, H Wang, CH Yeh, X Liu IEEE Biomedical Circuits and Systems Conference (BioCAS), 233-237, 2022 | 24 | 2022 |
A Low-Power Multifunctional CMOS Sensor Node for an Electronic Facade X Liu, M Zhang, J Van der Spiegel IEEE Transactions on Circuits and Systems I: Regular Papers (TCAS-I) 61 (9 …, 2015 | 24 | 2015 |
Logistic-weighted regression improves decoding of finger flexion from electrocorticographic signals W Chen, X Liu, B Litt IEEE Engineering in Medicine and Biology Society (EMBC), International …, 2014 | 23 | 2014 |
Learning active sensing strategies using a sensory brain–machine interface AG Richardson, Y Ghenbot, X Liu, H Hao, C Rinehart, S DeLuccia, ... Proceedings of the National Academy of Sciences (PNAS) 116 (35), 17509-17514, 2019 | 20 | 2019 |
A 12-channel bidirectional neural interface chip with integrated channel-level feature extraction and PID controller for closed-loop operation X Liu, M Zhang, AG Richardson, TH Lucas, J Van der Spiegel 2015 IEEE Biomedical Circuits and Systems Conference (BioCAS), 1-4, 2015 | 19 | 2015 |
Flexible Gel-Free Multi-Modal Wireless Sensors with Edge Deep Learning for Detecting and Alerting Freezing of Gait Symptom Y Hou, J Ji, Y Zhu, T Dell, X Liu IEEE Transactions on Biomedical Circuits and Systems (TBioCAS) 17 (5), 1010-1021, 2023 | 18 | 2023 |
A CNN-Transformer Deep Learning Model for Real-Time Sleep Stage Classification in an Energy-Constrained Wireless Device Z Yao, X Liu International IEEE/EMBS Conference on Neural Engineering (NER), 2023 | 17 | 2023 |
Fascicle-selective bidirectional peripheral nerve interface IC with 173dB fom noise-shaping SAR ADCs and 1.38 pj/b frequency-multiplying current-ripple radio transmitter J Xu, J Sales Filho, S Nag, L Long, C Tejeiro, E Hwang, G O'Leary, ... 2023 IEEE International Solid-State Circuits Conference (ISSCC), 31-33, 2023 | 17 | 2023 |
A fully integrated wireless sensor-brain interface system to restore finger sensation X Liu, H Zhu, M Zhang, X Wu, AG Richardson, SY Sritharan, D Ge, Y Shu, ... IEEE International Symposium on Circuits and Systems (ISCAS), 1-4, 2017 | 15 | 2017 |
A low power multi-mode CMOS image sensor with integrated on-chip motion detection X Liu, M Zhang, J Van der Spiegel 2013 IEEE international symposium on circuits and systems (ISCAS), 2416-2419, 2013 | 15 | 2013 |