Publications by authors named "Mahsa Shoaran"

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An application-based taxonomy for brain-computer interfaces.
Jacob T Robinson, Sumner L Norman, Matthew R Angle, Timothy G Constandinou, Timothy Denison, Mahsa Shoaran

Nat Biomed Eng· June 2025

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Neural decoding and feature selection methods for closed-loop control of avoidance behavior.
Jinhan Liu, Rebecca Younk, Lauren M Drahos, Sumedh S Nagrale, Shreya Yadav, Mahsa Shoaran

J Neural Eng· October 2024

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Method for Synthetic Generation of LFP Data for Testing of Feature Extraction Algorithms.
Heather J Breidenbach, Virginia Woods, Uisub Shin, Evan Dastin-van Rijn, Mahsa Shoaran

Annu Int Conf IEEE Eng Med Biol Soc· July 2024

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Neural Decoding and Feature Selection Techniques for Closed-Loop Control of Defensive Behavior.
Jinhan Liu, Rebecca Younk, Lauren M Drahos, Sumedh S Nagrale, Shreya Yadav, Mahsa Shoaran

bioRxiv· June 2024

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From basic sciences and engineering to epileptology: A translational approach.
Elie Bou Assi, Kaspar Schindler, Christophe de Bézenac, Timothy Denison, Sharanya Desai, Mahsa Shoaran

Epilepsia· December 2023

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A 16-Channel Low-Power Neural Connectivity Extraction and Phase-Locked Deep Brain Stimulation SoC.
Uisub Shin, Cong Ding, Virginia Woods, Alik S Widge, Mahsa Shoaran

IEEE Solid State Circuits Lett· January 2023

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NeuralTree: A 256-Channel 0.227-μJ/Class Versatile Neural Activity Classification and Closed-Loop Neuromodulation SoC.
Uisub Shin, Cong Ding, Bingzhao Zhu, Yashwanth Vyza, Alix Trouillet, Mahsa Shoaran

IEEE J Solid-State Circuits· September 2022

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Fast and accurate decoding of finger movements from ECoG through Riemannian features and modern machine learning techniques.
Lin Yao, Bingzhao Zhu, Mahsa Shoaran

J Neural Eng· February 2022

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Neural interface systems with on-device computing: machine learning and neuromorphic architectures.
Jerald Yoo, Mahsa Shoaran

Curr Opin Biotechnol· December 2021

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Editorial overview: Tissue, cell and pathway engineering: bioinspired, biomimetic and hybrid neural interfaces.
Mahsa Shoaran, Stéphanie P Lacour

Curr Opin Biotechnol· December 2021

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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· October 2021

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Predicting task performance from biomarkers of mental fatigue in global brain activity.
Lin Yao, Jonathan L Baker, Nicholas D Schiff, Keith P Purpura, Mahsa Shoaran

J Neural Eng· March 2021

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ResOT: Resource-Efficient Oblique Trees for Neural Signal Classification.
Bingzhao Zhu, Masoud Farivar, Mahsa Shoaran

IEEE Trans Biomed Circuits Syst· August 2020

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Improved detection of Parkinsonian resting tremor with feature engineering and Kalman filtering.
Lin Yao, Peter Brown, Mahsa Shoaran

Clin Neurophysiol· January 2020

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Migraine classification using somatosensory evoked potentials.
Bingzhao Zhu, Gianluca Coppola, Mahsa Shoaran

Cephalalgia· August 2019

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Resting Tremor Detection in Parkinson's Disease with Machine Learning and Kalman Filtering.
Lin Yao, Peter Brown, Mahsa Shoaran

IEEE Biomed Circuits Syst Conf· June 2019

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Neural variability quenching during decision-making: Neural individuality and its prestimulus complexity.
Annemarie Wolff, Lin Yao, Javier Gomez-Pilar, Mahsa Shoaran, Ning Jiang

Neuroimage· May 2019

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A 41.2 nJ/class, 32-Channel On-Chip Classifier for Epileptic Seizure Detection.
Milad Taghavi, Benyamin A Haghi, Masoud Farivar, Mahsa Shoaran, Azita Emami

Annu Int Conf IEEE Eng Med Biol Soc· July 2018

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Hardware-friendly seizure detection with a boosted ensemble of shallow decision trees.
Mahsa Shoaran, Masoud Farivar, Azita Emami

Annu Int Conf IEEE Eng Med Biol Soc· August 2016

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Compact low-power cortical recording architecture for compressive multichannel data acquisition.
Mahsa Shoaran, Mahdad Hosseini Kamal, Claudio Pollo, Pierre Vandergheynst, Alexandre Schmid

IEEE Trans Biomed Circuits Syst· December 2014

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Design techniques and analysis of high-resolution neural recording systems targeting epilepsy focus localization.
Mahsa Shoaran, Claudio Pollo, Yusuf Leblebici, Alexandre Schmid

Annu Int Conf IEEE Eng Med Biol Soc· August 2013

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