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A statistical framework for neuroimaging data analysis based on mutual information estimated via a gaussian copula
We begin by reviewing the statistical framework of information theory as applicable to
neuroimaging data analysis. A major factor hindering wider adoption of this framework in …
neuroimaging data analysis. A major factor hindering wider adoption of this framework in …
Respiration modulates oscillatory neural network activity at rest
Despite recent advances in understanding how respiration affects neural signalling to
influence perception, cognition, and behaviour, it is yet unclear to what extent breathing …
influence perception, cognition, and behaviour, it is yet unclear to what extent breathing …
Auditory information enhances post-sensory visual evidence during rapid multisensory decision-making
Despite recent progress in understanding multisensory decision-making, a conclusive
mechanistic account of how the brain translates the relevant evidence into a decision is …
mechanistic account of how the brain translates the relevant evidence into a decision is …
Using matrix and tensor factorizations for the single-trial analysis of population spike trains
Advances in neuronal recording techniques are leading to ever larger numbers of
simultaneously monitored neurons. This poses the important analytical challenge of how to …
simultaneously monitored neurons. This poses the important analytical challenge of how to …
Embodied hyperscanning for studying social interaction: A sco** review of simultaneous brain and body measurements
We systematically investigated the application of embodied hyperscanning methodologies
in social neuroscience research. Hyperscanning enables the simultaneous recording of …
in social neuroscience research. Hyperscanning enables the simultaneous recording of …
Deciphering the functional role of spatial and temporal muscle synergies in whole-body movements
Voluntary movement is hypothesized to rely on a limited number of muscle synergies, the
recruitment of which translates task goals into effective muscle activity. In this study, we …
recruitment of which translates task goals into effective muscle activity. In this study, we …
Collective sparse symmetric non-negative matrix factorization for identifying overlap** communities in resting-state brain functional networks
Resting-state functional magnetic resonance imaging (rs-fMRI) provides a valuable tool to
study spontaneous brain activity. Using rs-fMRI, researchers have extensively studied the …
study spontaneous brain activity. Using rs-fMRI, researchers have extensively studied the …
Correlation of neural activity with behavioral kinematics reveals distinct sensory encoding and evidence accumulation processes during active tactile sensing
Many real-world decisions rely on active sensing, a dynamic process for directing our
sensors (eg eyes or fingers) across a stimulus to maximize information gain. Though …
sensors (eg eyes or fingers) across a stimulus to maximize information gain. Though …
A novel EEG decoding method for a facial-expression-based BCI system using the combined convolutional neural network and genetic algorithm
R Li, D Liu, Z Li, J Liu, J Zhou, W Liu, B Liu… - Frontiers in …, 2022 - frontiersin.org
Multiple types of brain-control systems have been applied in the field of rehabilitation. As an
alternative scheme for balancing user fatigue and the classification accuracy of brain …
alternative scheme for balancing user fatigue and the classification accuracy of brain …
Correlation analysis of EEG alpha rhythm is related to golf putting performance
L Ji, H Wang, TQ Zheng, CC Hua, NN Zhang - … Signal Processing and …, 2019 - Elsevier
It is aimed at finding the correlation between golfer's performance and EEG signals from the
successful and unsuccessful putts. To address this issue, the inertial motion capture (mocap) …
successful and unsuccessful putts. To address this issue, the inertial motion capture (mocap) …