Michelle Liou

Micron (United States) — United States

Neuroscience · Life Sciences

20h-index1.2kcitations92works0.32yr avg
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Research Topics

Functional Brain Connectivity Studies(18), EEG and Brain-Computer Interfaces(13), Neural dynamics and brain function(13), Advanced Statistical Methods and Models(12), Statistical Methods and Bayesian Inference(10)

Publications92 total

Feature Selection by Mutual Information
Preprints.org·2025Open Access
Advanced Memory Wafer-to-Wafer Bonding with Support of Recyclable Carrier Systems
2025
Mutual information decomposition with applications
Behaviormetrika·2024· 1 cited
Modeling Categorical Variables by Mutual Information Decomposition
Entropy·2023· 1 citedOpen Access
Likelihood Ratio Tests for Lorenz Dominance
Journal of Business and Economic Statistics·2022· 1 cited
ECG Approximate Entropy in the Elderly during Cycling Exercise
Sensors·2022· 7 citedOpen Access
Decision thresholding on fMRI activation maps using the Hilbert–Huang transform
Journal of Neural Engineering·2022· 1 cited
Brain Reactions to Opening and Closing the Eyes: Salivary Cortisol and Functional Connectivity
Brain Topography·2022· 1 citedOpen Access
Differences in Physiological Signals Due to Age and Exercise Habits of Subjects during Cycling Exercise
Sensors·2021· 5 citedOpen Access
The Paradoxical Effect Hypothesis of Abused Drugs in a Rat Model of Chronic Morphine Administration
Journal of Clinical Medicine·2021· 15 citedOpen Access
Data Information in Contingency Tables: A Fallacy of Hierarchical Loglinear Models
Journal of Data Science·2021· 18 citedOpen Access
Data Information in Contingency Tables: A Fallacy of Hierarchical Loglinear Models
Journal of Data Science·2021· 14 citedOpen Access
Linear Information Models: An Introduction
Journal of Data Science·2021· 10 citedOpen Access
Resting-State Heart Rate Variability Presages EEG Oscillatory Activity in Senior Adults During Cycling Exercise
2021· 1 cited
The P200 Component and ECG Very Low-Frequency Power Under Resting-State Conditions
2021
Listening to real-world sounds: fMRI data for analyzing connectivity networks
Data in Brief·2019· 1 citedOpen Access
Brain dynamics and connectivity networks under natural auditory stimulation
NeuroImage·2019· 6 cited
Lingering Sound: Event-Related Phase-Amplitude Coupling and Phase-Locking in Fronto-Temporo-Parietal Functional Networks During Memory Retrieval of Music Melodies
Frontiers in Human Neuroscience·2019· 34 citedOpen Access
Data for: Listening to Real-World Sounds: fMRI Data for Analyzing Connectivity Networks
Data Archiving and Networked Services (DANS)·2019Open Access
Resting heart rate variability in young women is a predictor of EEG reactions to linguistic ambiguity in sentences
Brain Research·2018· 4 cited
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Frequent Co-authors

Philip E. Cheng(20), Cheng‐Yu Chen(11), Arthur C. Tsai(10), Hsiao‐Wen Chung(10), John A. D. Aston(8), Alexander N. Savostyanov(7), Juin‐Der Lee(6), Hung‐Wen Kao(5), Hong‐Ren Su(4), Yi‐Li Tseng(4), Vincent S.C. Chien(4), Ming‐Chung Chou(4), Shih-Wei Chiang(3), Han Hsuan Yang(3), Jiun-Wei Liou(3), Yu‐Te Wu(3), Cheng‐Hung Chuang(3), Jonathan P. Evans(2), Gennady G. Knyazev(2), Chun‐Jung Juan(2)