Cognitive AI Research

Research

Highlighted

Refining epileptogenic high-frequency oscillations using deep learning: a reverse engineering approach
Refining epileptogenic high-frequency oscillations using deep learning: a reverse engineering approach
Yipeng Zhang, Qiujing Lu, Tonmoy Monsoor, Shaun A. Hussain, Joe X. Qiao, ..., Jerome Engel, Jr, William Speier, Vwani Roychowdhury, Hiroki Nariai
Brain Communications   ·   03 Nov 2021   ·   doi:10.1093/braincomms/fcab267

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2023

Optimizing detection and deep learning-based classification of pathological high-frequency oscillations in epilepsy
Optimizing detection and deep learning-based classification of pathological high-frequency oscillations in epilepsy
Tonmoy Monsoor, Yipeng Zhang, Atsuro Daida, Shingo Oana, Qiujing Lu, ..., Raman Sankar, Richard J Staba, William Speier, Vwani Roychowdhury, Hiroki Nariai
medRxiv, 2023   ·   17 Apr 2023   ·   doi:10.1101/2023.04.13.23288435

2022

Characterizing physiological high-frequency oscillations using deep learning
Characterizing physiological high-frequency oscillations using deep learning
Yipeng Zhang, Hoyoung Chung, Jacquline P Ngo, Tonmoy Monsoor, Shaun A Hussain, Joyce H Matsumoto, Patricia D Walshaw, Aria Fallah, Myung Shin Sim, Eishi Asano
Journal of neural engineering, 2022   ·   07 Dec 2022   ·   doi:10.1088/1741-2552/aca4fa

2021

Refining epileptogenic high-frequency oscillations using deep learning: a reverse engineering approach
Refining epileptogenic high-frequency oscillations using deep learning: a reverse engineering approach
Yipeng Zhang, Qiujing Lu, Tonmoy Monsoor, Shaun A. Hussain, Joe X. Qiao, ..., Jerome Engel, Jr, William Speier, Vwani Roychowdhury, Hiroki Nariai
Brain Communications   ·   03 Nov 2021   ·   doi:10.1093/braincomms/fcab267