Bingzhao Zhu

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 21

Top Topics

Parameter Identification

Evoked Potentials

Multi Class Classification Problems

Top Venues

IEEE Trans. Biomed. Circuits Syst.

Publications

Arman Zarei, Bingzhao Zhu, Mahsa Shoaran
Enhancing Epileptic Seizure Detection with EEG Feature Embeddings. BioCAS (2023)
Bingzhao Zhu, Xingjian Shi, Nick Erickson, Mu Li, George Karypis, Mahsa Shoaran
XTab: Cross-table Pretraining for Tabular Transformers. ICML (2023)
Bingzhao Zhu, Xingjian Shi, Nick Erickson, Mu Li, George Karypis, Mahsa Shoaran
XTab: Cross-table Pretraining for Tabular Transformers. CoRR (2023)
Uisub Shin, Cong Ding, Bingzhao Zhu, Yashwanth Vyza, Alix Trouillet, Emilie C. M. Revol, Stéphanie P. Lacour, Mahsa Shoaran
NeuralTree: A 256-Channel 0.227-μJ/Class Versatile Neural Activity Classification and Closed-Loop Neuromodulation SoC. IEEE J. Solid State Circuits 57 (11) (2022)
Bingzhao Zhu, Jesus G. Cruz-Garza, Qi Yang, Mahsa Shoaran, Saleh Kalantari
Identifying uncertainty states during wayfinding in indoor environments: An EEG classification study. Adv. Eng. Informatics 54 (2022)
Uisub Shin, Cong Ding, Bingzhao Zhu, Yashwanth Vyza, Alix Trouillet, Emilie C. M. Revol, Stéphanie P. Lacour, Mahsa Shoaran
NeuralTree: A 256-Channel 0.227μJ/class Versatile Neural Activity Classification and Closed-Loop Neuromodulation SoC. CoRR (2022)
Uisub Shin, Laxmeesha Somappa, Cong Ding, Yashwanth Vyza, Bingzhao Zhu, Alix Trouillet, Stéphanie P. Lacour, Mahsa Shoaran
-1.51 µW/channel Fast-Settling Highly Multiplexed Mixed-Signal Front-End. ISSCC (2022)
Bingzhao Zhu, Mahsa Shoaran
Unsupervised Domain Adaptation for Cross-Subject Few-Shot Neurological Symptom Detection. CoRR (2021)
Bingzhao Zhu, Mahsa Shoaran
Tree in Tree: from Decision Trees to Decision Graphs. CoRR (2021)
Zain Taufique, Bingzhao Zhu, Gianluca Coppola, Mahsa Shoaran, Muhammad Awais Bin Altaf
A Low Power Multi-Class Migraine Detection Processor Based on Somatosensory Evoked Potentials. IEEE Trans. Circuits Syst. II Express Briefs 68 (5) (2021)
Bingzhao Zhu, Uisub Shin, Mahsa Shoaran
Closed-Loop Neural Prostheses With On-Chip Intelligence: A Review and a Low-Latency Machine Learning Model for Brain State Detection. IEEE Trans. Biomed. Circuits Syst. 15 (5) (2021)
Bingzhao Zhu, Mahsa Shoaran
Unsupervised Domain Adaptation for Cross-Subject Few-Shot Neurological Symptom Detection. NER (2021)
Bingzhao Zhu, Mahsa Shoaran
Tree in Tree: from Decision Trees to Decision Graphs. NeurIPS (2021)
Bingzhao Zhu, Uisub Shin, Mahsa Shoaran
Closed-Loop Neural Prostheses with On-Chip Intelligence: A Review and A Low-Latency Machine Learning Model for Brain State Detection. CoRR (2021)
Zain Taufique, Bingzhao Zhu, Gianluca Coppola, Mahsa Shoaran, Wala Saadeh, Muhammad Awais Bin Altaf
An 8.7 μJ/class. FFT accelerator and DNN-based configurable SoC for Multi-Class Chronic Neurological Disorder Detection. A-SSCC (2021)
Bingzhao Zhu, Masoud Farivar, Mahsa Shoaran
ResOT: Resource-Efficient Oblique Trees for Neural Signal Classification. IEEE Trans. Biomed. Circuits Syst. 14 (4) (2020)
Bingzhao Zhu, Uisub Shin, Mahsa Shoaran
Closed-Loop Neural Interfaces with Embedded Machine Learning. CoRR (2020)
Bingzhao Zhu, Masoud Farivar, Mahsa Shoaran
ResOT: Resource-Efficient Oblique Trees for Neural Signal Classification. CoRR (2020)
Bingzhao Zhu, Uisub Shin, Mahsa Shoaran
Closed-Loop Neural Interfaces with Embedded Machine Learning. ICECS (2020)
Bingzhao Zhu, Milad Taghavi, Mahsa Shoaran
Cost-Efficient Classification for Neurological Disease Detection. BioCAS (2019)
Bingzhao Zhu, Mahsa Shoaran
Hardware-Efficient Seizure Detection. ACSSC (2019)