| Energy-Efficient Classification for Resource-Constrained Biomedical Applications M Shoaran, BA Haghi, M Taghavi, M Farivar, A Emami IEEE Journal on Emerging and Selected Topics in Circuits and Systems (JETCAS), 2018 | 127 | 2018 |
| Compact Low-Power Cortical Recording Architecture for Compressive Multichannel Data Acquisition M Shoaran, MH Kamal, C Pollo, P Vandergheynst, A Schmid IEEE Transactions on Biomedical Circuits and Systems 8 (6), 857-870, 2014 | 107 | 2014 |
| Improved detection of Parkinsonian resting tremor with feature engineering and Kalman filtering L Yao, P Brown, M Shoaran Clinical Neurophysiology 131 (1), 274-284, 2020 | 63 | 2020 |
| NeuralTree: A 256-channel 0.227-μJ/class versatile neural activity classification and closed-loop neuromodulation SoC U Shin, C Ding, B Zhu, Y Vyza, A Trouillet, ECM Revol, SP Lacour, ... IEEE Journal of Solid-State Circuits 57 (11), 3243-3257, 2022 | 55 | 2022 |
| Migraine classification using somatosensory evoked potentials B Zhu, G Coppola, M Shoaran Cephalalgia, 2019 | 52 | 2019 |
| Resting tremor detection in Parkinson's disease with machine learning and Kalman filtering L Yao, P Brown, M Shoaran 2018 IEEE Biomedical Circuits and Systems Conference (BioCAS), 1-4, 2018 | 50 | 2018 |
| XTab: Cross-table Pretraining for Tabular Transformers B Zhu, X Shi, N Erickson, M Li, G Karypis, M Shoaran International Conference on Machine Learning, 43181-43204, 2023 | 48 | 2023 |
| A 16-Channel 1.1 mm2 Implantable Seizure Control SoC with Sub-μW/Channel Consumption and Closed-Loop Stimulation in 0.18 μm CMOS M Shoaran, M Shahshahani, M Farivar, J Almajano, A Shahshahani, ... 2016 Symposium on VLSI Circuits, 2016 | 45 | 2016 |
| ResOT: Resource-Efficient Oblique Trees for Neural Signal Classification B Zhu, M Farivar, M Shoaran IEEE Transactions on Biomedical Circuits and Systems 14 (4), 692-704, 2020 | 44 | 2020 |
| ResOT: Resource-Efficient Oblique Trees for Neural Signal Classification B Zhu, M Farivar, M Shoaran arXiv preprint arXiv:2006.07900, 2020 | 44 | 2020 |
| Closed-loop neural prostheses with on-chip intelligence: A review and a low-latency machine learning model for brain state detection B Zhu, U Shin, M Shoaran IEEE transactions on biomedical circuits and systems 15 (5), 877-897, 2021 | 42 | 2021 |
| Neural variability quenching during decision-making: neural individuality and its prestimulus complexity A Wolff, L Yao, J Gomez-Pilar, M Shoaran, N Jiang, G Northoff NeuroImage 192, 1-14, 2019 | 39 | 2019 |
| Hardware complexity analysis of deep neural networks and decision tree ensembles for real-time neural data classification M Taghavi, M Shoaran 2019 9th International IEEE/EMBS Conference on Neural Engineering (NER), 407-410, 2019 | 39 | 2019 |
| Neural interface systems with on-device computing: machine learning and neuromorphic architectures J Yoo, M Shoaran Current opinion in biotechnology 72, 95-101, 2021 | 36 | 2021 |
| Tunnel FET-based ultra-low power, low-noise amplifier design for bio-signal acquisition H Liu, M Shoaran, X Li, S Datta, A Schmid, V Narayanan Proceedings of the 2014 international symposium on Low power electronics and …, 2014 | 34 | 2014 |
| Compressive multichannel cortical signal recording MH Kamal, M Shoaran, Y Leblebici, A Schmid, P Vandergheynst 2013 IEEE International Conference on Acoustics, Speech and Signal …, 2013 | 32 | 2013 |
| A Fully-Integrated IC with 0.85-uW/Channel Consumption for Epileptic iEEG Detection M Shoaran, C Pollo, K Schindler, A Schmid IEEE Transactions on Circuits and Systems II: Express Briefs 62 (2), 114-118, 2015 | 31 | 2015 |
| Low power nanoelectronics H Liu, R Vaddi, V Narayanan, S Datta, MS Kim, X Li, A Schmid, ... US Patent 9,800,094, 2017 | 28 | 2017 |
| A 256-Channel 0.227µJ/class Versatile Brain Activity Classification and Closed-Loop Neuromodulation SoC with 0.004mm2-1.51 µW/channel Fast-Settling Highly … U Shin, L Somappa, C Ding, Y Vyza, B Zhu, A Trouillet, SP Lacour, ... 2022 IEEE International Solid-State Circuits Conference (ISSCC) 65, 338-340, 2022 | 25 | 2022 |
| Compact low-power recording architecture for multichannel acquisition of biological signals and method for compressing said biological signal data M Shoaran, MH KAMAL, A Schmid US Patent App. 14/668,313, 2016 | 22 | 2016 |
Bingzhao ZhuCornell UniversityVerified email at zju.edu.cn
