Publications by authors named "Vwani Roychowdhury"

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Self-supervised data-driven approach defines pathological high-frequency oscillations in epilepsy.
Yipeng Zhang, Atsuro Daida, Lawrence Liu, Naoto Kuroda, Yuanyi Ding, Vwani Roychowdhury

Epilepsia· November 2025

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PyHFO 2.0: an open-source platform for deep learning-based clinical high-frequency oscillations analysis.
Yuanyi Ding, Yipeng Zhang, Chenda Duan, Atsuro Daida, Yun Zhang, Vwani Roychowdhury

J Neural Eng· October 2025

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Optimizing responsive neurostimulation targeting based on interictal high-frequency oscillations and phase-amplitude coupling.
Sotaro Kanai, Atsuro Daida, Yipeng Zhang, Yuanyi Ding, Tonmoy Monsoor, Vwani Roychowdhury

Epilepsia· October 2025

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Short-Term Modulation of Epileptic Network with Low-Frequency Thalamic Stimulation.
Sotaro Kanai, Atsuro Daida, Saarang Panchavati, Roshan Srinivasan, Tonmoy Monsoor, Vwani Roychowdhury

medRxiv· October 2025

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Automated Seizure Classification Using Multimodal Large Language Models.
Lina Zhang, Richard Jiang, Tonmoy Monsoor, Jessica N Pasqua, Colin M McCrimmon, Vwani Roychowdhury

medRxiv· October 2025

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Reading specific memories from human neurons before and after sleep.
Yuanyi Ding, Soraya L S Dunn, John J Sakon, Zahra M Aghajan, Chenda Duan, Vwani P Roychowdhury

bioRxiv· August 2025

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AI-based localization of the epileptogenic zone using intracranial EEG.
Atsuro Daida, Yipeng Zhang, Sotaro Kanai, Richard Staba, Vwani Roychowdhury

Epilepsia Open· August 2025

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Evidence of thalamocortical network activation during epileptic spasms: A thalamic stereotactic EEG study.
Atsuro Daida, Saarang Panchavati, Shingo Oana, Sotaro Kanai, Yipeng Zhang, Vwani Roychowdhury

Epilepsia· July 2025

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Fast ripple band high-frequency activity associated with thalamic sleep spindles in pediatric epilepsy.
Atsuro Daida, Yuanyi Ding, Yipeng Zhang, Shingo Oana, Saarang Panchavati, Vwani Roychowdhury

Clin Neurophysiol· May 2025

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Diverse Imitation Learning via Self-Organizing Generative Models.
Arash Vahabpour, Tianyi Wang, Qiujing Lu, Omead Pooladzandi, Vwani Roychowdhury

IEEE Trans Neural Netw Learn Syst· April 2025

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Embed-Search-Align: DNA sequence alignment using Transformer models.
Pavan Holur, K C Enevoldsen, Shreyas Rajesh, Lajoyce Mboning, Thalia Georgiou, Vwani Roychowdhury

Bioinformatics· March 2025

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Mini-Seizures: Novel Interictal iEEG Biomarker Capturing Synchronization Network Dynamics at the Epileptogenic Zone.
Tonmoy Monsoor, Sotaro Kanai, Atsuro Daida, Naoto Kuroda, Prateik Sinha, Vwani Roychowdhury

medRxiv· February 2025

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Self-Supervised Data-Driven Approach Defines Pathological High-Frequency Oscillations in Human.
Yipeng Zhang, Atsuro Daida, Lawrence Liu, Naoto Kuroda, Yuanyi Ding, Vwani Roychowdhury

medRxiv· November 2024

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PyHFO: lightweight deep learning-powered end-to-end high-frequency oscillations analysis application.
Yipeng Zhang, Lawrence Liu, Yuanyi Ding, Xin Chen, Tonmoy Monsoor, Vwani Roychowdhury

J Neural Eng· May 2024

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Emergent invariance and scaling properties in the collective return dynamics of a stock market.
Hideyuki Miyahara, Hai Qian, Pavan S Holur, Vwani Roychowdhury

PLoS One· February 2024

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Optimizing detection and deep learning-based classification of pathological high-frequency oscillations in epilepsy.
Tonmoy Monsoor, Yipeng Zhang, Atsuro Daida, Shingo Oana, Qiujing Lu, Vwani Roychowdhury

Clin Neurophysiol· October 2023

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AI computing reaches for the edge.
Subramanian S Iyer, Vwani Roychowdhury

Science· October 2023

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Quantum advantage in variational Bayes inference.
Hideyuki Miyahara, Vwani Roychowdhury

Proc Natl Acad Sci U S A· August 2023

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Metalearning Generalizable Dynamics from Trajectories.
Qiaofeng Li, Tianyi Wang, Vwani Roychowdhury, M K Jawed

Phys Rev Lett· August 2023

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Optimizing Detection and Deep Learning-based Classification of Pathological High-Frequency Oscillations in Epilepsy.
Tonmoy Monsoor, Yipeng Zhang, Atsuro Daida, Shingo Oana, Qiujing Lu, Vwani Roychowdhury

medRxiv· April 2023

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Decoding of human identity by computer vision and neuronal vision.
Yipeng Zhang, Zahra M Aghajan, Matias Ison, Qiujing Lu, Hanlin Tang, Vwani Roychowdhury

Sci Rep· January 2023

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Characterizing physiological high-frequency oscillations using deep learning.
Yipeng Zhang, Hoyoung Chung, Jacquline P Ngo, Tonmoy Monsoor, Shaun A Hussain, Vwani Roychowdhury

J Neural Eng· December 2022

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Ansatz-Independent Variational Quantum Classifiers and the Price of Ansatz.
Hideyuki Miyahara, Vwani Roychowdhury

Sci Rep· November 2022

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Modelling social readers: novel tools for addressing reception from online book reviews.
Pavan Holur, Shadi Shahsavari, Ehsan Ebrahimzadeh, Timothy R Tangherlini, Vwani Roychowdhury

R Soc Open Sci· December 2021

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Refining epileptogenic high-frequency oscillations using deep learning: a reverse engineering approach.
Yipeng Zhang, Qiujing Lu, Tonmoy Monsoor, Shaun A Hussain, Joe X Qiao, Vwani Roychowdhury

Brain Commun· November 2021

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