Publications by authors named "Han-Lin Hsieh"

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Probabilistic Geometric Principal Component Analysis with application to neural data.
Han-Lin Hsieh, Maryam M Shanechi

ArXiv· September 2025

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Modeling and inference methods for switching regime-dependent dynamical systems with multiscale neural observations.
Christian Y Song, Han-Lin Hsieh, Bijan Pesaran, Maryam M Shanechi

J Neural Eng· November 2022

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A Multiscale Dynamical Modeling and Identification Framework for Spike-Field Activity.
Hamidreza Abbaspourazad, Han-Lin Hsieh, Maryam M Shanechi

IEEE Trans Neural Syst Rehabil Eng· June 2019

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Multiscale modeling and decoding algorithms for spike-field activity.
Han-Lin Hsieh, Yan T Wong, Bijan Pesaran, Maryam M Shanechi

J Neural Eng· February 2019

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Optimizing the learning rate for adaptive estimation of neural encoding models.
Han-Lin Hsieh, Maryam M Shanechi

PLoS Comput Biol· May 2018

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Multiscale decoding for reliable brain-machine interface performance over time.
Han-Lin Hsieh, Yan T Wong, Bijan Pesaran, Maryam M Shanechi

Annu Int Conf IEEE Eng Med Biol Soc· July 2017

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Multiscale brain-machine interface decoders.
Han-Lin Hsieh, Maryam M Shanechi

Annu Int Conf IEEE Eng Med Biol Soc· August 2016

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Optimal calibration of the learning rate in closed-loop adaptive brain-machine interfaces.
Han-Lin Hsieh, Maryam M Shanechi

Annu Int Conf IEEE Eng Med Biol Soc· August 2015

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