| 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 | 79 | 2022 |
| Xtab: Cross-table pretraining for tabular transformers B Zhu, X Shi, N Erickson, M Li, G Karypis, M Shoaran arXiv preprint arXiv:2305.06090, 2023 | 78 | 2023 |
| Migraine classification using somatosensory evoked potentials B Zhu, G Coppola, M Shoaran Cephalalgia 39 (9), 1143-1155, 2019 | 61 | 2019 |
| 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 | 53 | 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 | 52 | 2021 |
| A 256-Channel 0.227 µJ/class Versatile Brain Activity Classification and Closed-Loop Neuromodulation SoC with 0.004 mm 2-1.51 µW/channel Fast-Settling Highly Multiplexed Mixed … U Shin, L Somappa, C Ding, B Zhu, Y Vyza, A Trouillet, SP Lacour, ... 2022 IEEE International Solid-State Circuits Conference (ISSCC) 65, 338-340, 2022 | 35 | 2022 |
| Identifying uncertainty states during wayfinding in indoor environments: An EEG classification study B Zhu, JG Cruz-Garza, Q Yang, M Shoaran, S Kalantari Advanced Engineering Informatics 54, 101718, 2022 | 28 | 2022 |
| Three-dimensional focusing through scattering media using conjugate adaptive optics with remote focusing (CAORF) X Tao, T Lam, B Zhu, Q Li, MR Reinig, J Kubby Optics express 25 (9), 10368-10383, 2017 | 28 | 2017 |
| Fast and accurate decoding of finger movements from ECoG through Riemannian features and modern machine learning techniques L Yao*, B Zhu*, M Shoaran Journal of Neural Engineering, 2022 | 25 | 2022 |
| A low power multi-class migraine detection processor based on somatosensory evoked potentials Z Taufique, B Zhu, G Coppola, M Shoaran, MAB Altaf IEEE Transactions on Circuits and Systems II: Express Briefs 68 (5), 1720-1724, 2021 | 23 | 2021 |
| Unsupervised domain adaptation for cross-subject few-shot neurological symptom detection B Zhu, M Shoaran 2021 10th International IEEE/EMBS Conference on Neural Engineering (NER …, 2021 | 19 | 2021 |
| Cost-efficient classification for neurological disease detection B Zhu, M Taghavi, M Shoaran 2019 IEEE biomedical circuits and systems conference (BioCAS), 1-4, 2019 | 18 | 2019 |
| Closed-loop neural interfaces with embedded machine learning B Zhu, U Shin, M Shoaran 2020 27th IEEE International Conference on Electronics, Circuits and Systems …, 2020 | 15 | 2020 |
| An 8.7 μJ/class. FFT accelerator and DNN-based configurable SoC for Multi-Class Chronic Neurological Disorder Detection Z Taufique, B Zhu, G Coppola, M Shoaran, W Saadeh, MAB Altaf 2021 IEEE Asian Solid-State Circuits Conference (A-SSCC), 1-3, 2021 | 10 | 2021 |
| Numerical studies of focal modulation microscopy in high-NA system B Zhu, S Shen, Y Zheng, W Gong, K Si Optics Express 24 (17), 19138-19147, 2016 | 8 | 2016 |
| Stripe-shaped apertures in confocal microscopy S Shen, B Zhu, Y Zheng, W Gong, K Si Applied Optics 55 (27), 7613-7618, 2016 | 7 | 2016 |
| Tree in tree: from decision trees to decision graphs B Zhu, M Shoaran Advances in Neural Information Processing Systems 34, 13707-13718, 2021 | 6 | 2021 |
| Hardware-efficient seizure detection B Zhu, M Shoaran 2019 53rd Asilomar Conference on Signals, Systems, and Computers, 2040-2043, 2019 | 4 | 2019 |
| Enhancing Epileptic Seizure Detection with EEG Feature Embeddings A Zarei, B Zhu, M Shoaran 2023 IEEE Biomedical Circuits and Systems Conference (BioCAS), 1-5, 2023 | 3 | 2023 |
| Conjugate adaptive optics with remote focusing for three-dimensional focusing through scattering media X Tao, T Lam, B Zhu, Q Li, MR Reinig, J Kubby arXiv preprint arXiv:1702.05163, 2017 | 1 | 2017 |
Mahsa ShoaranTenure-Track Assistant Professor, EPFL, SwitzerlandПотвърден имейл адрес: epfl.ch