Hardware-Efficient Seizure Detection. - Bingzhao Zhu; Mahsa Shoaran (ACSSC, 2019)

Cost-Efficient Classification for Neurological Disease Detection. - Bingzhao Zhu; Milad Taghavi; Mahsa Shoaran (BioCAS, 2019)

Closed-Loop Neural Interfaces with Embedded Machine Learning. - Bingzhao Zhu; Uisub Shin; Mahsa Shoaran (ICECS, 2020)

ResOT: Resource-Efficient Oblique Trees for Neural Signal Classification. - Bingzhao Zhu; Masoud Farivar; Mahsa Shoaran (IEEE Trans. Biomed. Circuits Syst., 2020)

An 8.7 μJ/class. FFT accelerator and DNN-based configurable SoC for Multi-Class Chronic Neurological Disorder Detection. - Zain Taufique; Bingzhao Zhu; Gianluca Coppola; Mahsa Shoaran; Wala Saadeh; Muhammad Awais Bin Altaf (A-SSCC, 2021)

Unsupervised Domain Adaptation for Cross-Subject Few-Shot Neurological Symptom Detection. - Bingzhao Zhu; Mahsa Shoaran (NER, 2021)

Tree in Tree: from Decision Trees to Decision Graphs. - Bingzhao Zhu; Mahsa Shoaran (NeurIPS, 2021)

Closed-Loop Neural Prostheses With On-Chip Intelligence: A Review and a Low-Latency Machine Learning Model for Brain State Detection. - Bingzhao Zhu; Uisub Shin; Mahsa Shoaran (IEEE Trans. Biomed. Circuits Syst., 2021)

A Low Power Multi-Class Migraine Detection Processor Based on Somatosensory Evoked Potentials. - Zain Taufique; Bingzhao Zhu; Gianluca Coppola; Mahsa Shoaran; Muhammad Awais Bin Altaf (IEEE Trans. Circuits Syst. II Express Briefs, 2021)

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 Multiplexed Mixed-Signal Front-End. - Uisub Shin; Laxmeesha Somappa; Cong Ding 004; Yashwanth Vyza; Bingzhao Zhu; Alix Trouillet; Stéphanie P. Lacour; Mahsa Shoaran (ISSCC, 2022)

Identifying uncertainty states during wayfinding in indoor environments: An EEG classification study. - Bingzhao Zhu; Jesus G. Cruz-Garza; Qi Yang; Mahsa Shoaran; Saleh Kalantari (Adv. Eng. Informatics, 2022)

NeuralTree: A 256-Channel 0.227μJ/class Versatile Neural Activity Classification and Closed-Loop Neuromodulation SoC. - Uisub Shin; Cong Ding 004; Bingzhao Zhu; Yashwanth Vyza; Alix Trouillet; Emilie C. M. Revol; Stéphanie P. Lacour; Mahsa Shoaran (CoRR, 2022)

NeuralTree: A 256-Channel 0.227-μJ/Class Versatile Neural Activity Classification and Closed-Loop Neuromodulation SoC. - Uisub Shin; Cong Ding 004; Bingzhao Zhu; Yashwanth Vyza; Alix Trouillet; Emilie C. M. Revol; Stéphanie P. Lacour; Mahsa Shoaran (IEEE J. Solid State Circuits, 2022)

Enhancing Epileptic Seizure Detection with EEG Feature Embeddings. - Arman Zarei; Bingzhao Zhu; Mahsa Shoaran (BioCAS, 2023)

XTab: Cross-table Pretraining for Tabular Transformers. - Bingzhao Zhu; Xingjian Shi; Nick Erickson; Mu Li 003; George Karypis; Mahsa Shoaran (ICML, 2023)