Cross-validated adaboost classification of emotion regulation strategies identified by spectral coherence in resting-state

S Aydın - Neuroinformatics, 2022 - Springer
In the present study, quantitative relations between Cognitive Emotion Regulation strategies
(CERs) and EEG synchronization levels have been investigated for the first time. For this …

Deep learning classification of neuro-emotional phase domain complexity levels induced by affective video film clips

S Aydın - IEEE Journal of Biomedical and Health Informatics, 2019 - ieeexplore.ieee.org
In the present article, a novel emotional complexity marker is proposed for classification of
discrete emotions induced by affective video film clips. Principal Component Analysis (PCA) …

Quantifying neural oscillatory synchronization: a comparison between spectral coherence and phase-locking value approaches

E Lowet, MJ Roberts, P Bonizzi, J Karel, P De Weerd - PloS one, 2016 - journals.plos.org
Synchronization or phase-locking between oscillating neuronal groups is considered to be
important for coordination of information among cortical networks. Spectral coherence is a …

Spatial-temporal graph convolutional networks (STGCN) based method for localizing acoustic emission sources in composite panels

Z Zhao, NZ Chen - Composite Structures, 2023 - Elsevier
A novel spatial–temporal graph convolutional networks (STGCN) based method for the
regression task of localizing acoustic emission (AE) sources in composite panels is …

Mapping how local perturbations influence systems-level brain dynamics

LL Gollo, JA Roberts, L Cocchi - Neuroimage, 2017 - Elsevier
The human brain exhibits a distinct spatiotemporal organization that supports brain function
and can be manipulated via local brain stimulation. Such perturbations to local cortical …

Fusing frequency-domain features and brain connectivity features for cross-subject emotion recognition

C Chen, Z Li, F Wan, L Xu… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Frequency-domain (FD) features reveal the activated patterns of individual local brain
regions responding to different emotions, whereas brain connectivity (BC) features involve …

HyPyP: a Hyperscanning Python Pipeline for inter-brain connectivity analysis

A Ayrolles, F Brun, P Chen, A Djalovski… - Social Cognitive and …, 2021 - academic.oup.com
The bulk of social neuroscience takes a 'stimulus-brain'approach, typically comparing brain
responses to different types of social stimuli, but most of the time in the absence of direct …

Driving fatigue recognition with functional connectivity based on phase synchronization

H Wang, X Liu, J Li, T Xu, A Bezerianos… - … on Cognitive and …, 2020 - ieeexplore.ieee.org
Accumulating evidences showed that the optimal brain network topology was altered with
the progression of fatigue during car driving. However, the extent of the discriminative power …

Disrupted global metastability and static and dynamic brain connectivity across individuals in the Alzheimer's disease continuum

A Córdova-Palomera, T Kaufmann, K Persson… - Scientific reports, 2017 - nature.com
As findings on the neuropathological and behavioral components of Alzheimer's disease
(AD) continue to accrue, converging evidence suggests that macroscale brain functional …

[HTML][HTML] Theta and gamma rhythmic coding through two spike output modes in the hippocampus during spatial navigation

E Lowet, DJ Sheehan, U Chialva, RDO Pena… - Cell reports, 2023 - cell.com
Hippocampal CA1 neurons generate single spikes and stereotyped bursts of spikes.
However, it is unclear how individual neurons dynamically switch between these output …