Behavioral Studies using large-scale brain networks–methods and validations

M Liu, RC Amey, RA Backer, JP Simon… - Frontiers in Human …, 2022 - frontiersin.org
Mapping human behaviors to brain activity has become a key focus in modern cognitive
neuroscience. As methods such as functional MRI (fMRI) advance cognitive scientists show …

[图书][B] Causality, correlation and artificial intelligence for rational decision making

T Marwala - 2015 - books.google.com
Causality has been a subject of study for a long time. Often causality is confused with
correlation. Human intuition has evolved such that it has learned to identify causality through …

Stereotype-based stressors facilitate emotional memory neural network connectivity and encoding of negative information to degrade math self-perceptions among …

CE Forbes, R Amey, AB Magerman… - Social cognitive and …, 2018 - academic.oup.com
Stress engendered by stereotype threatening situations may facilitate encoding of negative,
stereotype confirming feedback received during a performance among women in science …

Multiscale community detection in functional brain networks constructed using dynamic time warping

D Jin, R Li, J Xu - IEEE Transactions on Neural Systems and …, 2019 - ieeexplore.ieee.org
Previous studies have focused on the detection of community structures of brain networks
constructed with resting-state functional magnetic resonance imaging (fMRI) data. Pearson …

Detection of brain network communities during natural speech comprehension from functionally aligned eeg sources

D Zhou, G Zhang, J Dang, M Unoki… - Frontiers in Computational …, 2022 - frontiersin.org
In recent years, electroencephalograph (EEG) studies on speech comprehension have been
extended from a controlled paradigm to a natural paradigm. Under the hypothesis that the …

On the role of situational stressors in the disruption of global neural network stability during problem solving

M Liu, RC Amey, CE Forbes - Journal of cognitive neuroscience, 2017 - direct.mit.edu
When individuals are placed in stressful situations, they are likely to exhibit deficits in
cognitive capacity over and above situational demands. Despite this, individuals may still …

Non-linear Granger causality and its frequency decomposition in decoding human upper limb movement intentions

MT Liu, CC Kuo, AWL Chiu - International Journal of …, 2013 - inderscienceonline.com
Non-linear Granger Causality (GC) can detect directional influence of signals between
multiple locations through a non-linear predictive approach using Radial Basis Functions …

Connectivity based feature-level filtering for single-trial EEG BCIs

D Heger, E Terziyska, T Schultz - 2014 IEEE International …, 2014 - ieeexplore.ieee.org
EEG-based Brain Computer interfaces (BCIs) often rely on power spectral density features to
represent relevant aspects of brain activity. The information flow within human brain …

The role of startle fluctuation and non-response startle reflex in tracking amygdala dynamics

M Liu, RC Amey, A Magerman, M Scott, CE Forbes - bioRxiv, 2020 - biorxiv.org
The startle reflex is considered a sensitive defensive reaction to potential threats that
manifests as a unique eye blink-like pattern in the EMG. Eye blink EMG has a bell-shaped …

[HTML][HTML] Beyond the ERPs—Startle Response is Better Outlined by Whole Brain and Spectral EEG Features

M Liu, X Wang - Journal of Psychiatry and Brain Science, 2017 - hapres.com
Objective: To isolate an spacial and spectral EEG biomarker that is reliable for
characterizing amygdala associated startle response. Methods: A spatial-spectral filter of …