Research graph
References from EEG emotion recognition via multilevel entropy analysis: The power of entropy of entropy on phase dynamics. Local targets link to admitted publications; unresolved targets remain external evidence.
DEAP: A database for emotion analysis; using physiological signals
10.1109/t-affc.2011.15 · 2012 · External reference
EEG in game user analysis: A framework for expertise classification during gameplay
10.1371/journal.pone.0246913 · 2021 · External reference
Human emotion recognition from EEG-based brain–computer interface using machine learning: A comprehensive review
10.1007/s00521-022-07292-4 · 2022 · External reference
Tunable Q wavelet transform based emotion classification in Parkinson’s disease using Electroencephalography
10.1371/journal.pone.0242014 · 2020 · External reference
Use of differential entropy for automated emotion recognition in a virtual reality environment with EEG signals
10.3390/diagnostics12102508 · 2022 · External reference
Multi-variate EEG analysis as a novel tool to examine brain responses to naturalistic music stimuli
10.1371/journal.pone.0141281 · 2015 · External reference
Toward stochastic multiscale methods in continuum solid mechanics.
2022 · External reference
Physiological time-series analysis using approximate entropy and sample entropy
10.1152/ajpheart.2000.278.6.h2039 · 2000 · External reference
Kalman filtering to reduce measurement noise of sample entropy: An electroencephalographic study
10.1371/journal.pone.0305872 · 2024 · External reference
Multiscale entropy analysis of complex physiologic time series
10.1103/physrevlett.89.068102 · 2002 · External reference
Unresolved reference
External reference
Detection of epileptic seizure based on entropy analysis of short-term EEG
2018 · External reference
Permutation entropy: A natural complexity measure for time series
10.1103/physrevlett.88.174102 · 2002 · External reference
10.1109/ner.2013.6695876
10.1109/ner.2013.6695876 · External reference
Entropy of entropy: Measurement of dynamical complexity for biological systems
10.3390/e19100550 · 2017 · External reference
Multivariate multiscale entropy (mMSE) as a tool for understanding the resting-state EEG signal dynamics: The spatial distribution and sex/gender-related differences
10.1186/s12993-023-00218-7 · 2023 · External reference
Entropy difference-based EEG channel selection technique for automated detection of ADHD
10.1371/journal.pone.0319487 · 2025 · External reference
Investigating critical frequency bands and channels for EEG-based emotion recognition with deep neural networks
10.1109/tamd.2015.2431497 · 2015 · External reference
Database for an emotion recognition system based on EEG signals and various computer games – GAMEEMO
10.1016/j.bspc.2020.101951 · 2020 · External reference
Entropy and complexity tools across scales in neuroscience: A review
10.3390/e27020115 · 2025 · External reference
EEG-based human emotion recognition using entropy as a feature extraction measure
10.1186/s40708-021-00141-5 · 2021 · External reference
Measuring phase synchrony in brain signals
10.1002/(sici)1097-0193(1999)8:4<194::aid-hbm4>3.0.co;2-c · 1999 · External reference
The influence of mental calculations on brain regions and heart rates
10.1038/s41598-024-69919-x · 2024 · External reference
Gait stability measurement by using average entropy
10.3390/e23040412 · 2021 · External reference
Divergence measures based on the Shannon entropy
10.1109/18.61115 · 1991 · External reference
A machine learning based depression screening framework using temporal domain features of the electroencephalography signals
10.1371/journal.pone.0299127 · 2024 · External reference
Unresolved reference
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Emotion recognition with deep learning using GAMEEMO data set
10.1049/el.2020.2460 · 2020 · External reference
Sample entropy
10.1016/s0076-6879(04)84011-4 · 2004 · External reference
Emotion recognition based on the sample entropy of EEG
10.3233/bme-130919 · 2014 · External reference
Application of multiscale fuzzy entropy features for multilevel subject-dependentemotion recognition
10.3906/elk-1805-126 · 2019 · External reference
Evaluating the intrinsic predictability of wind speed time series via entropy-based approaches
10.1016/j.jweia.2024.105972 · 2025 · External reference
Single-trial EEG emotion recognition using Granger Causality/Transfer Entropy analysis
10.1016/j.jneumeth.2020.108904 · 2020 · External reference
Entropy-based emotion recognition from multichannel EEG signals using artificial neural network
2022 · External reference
Discrimination of emotional states from scalp- and intracranial EEG using multiscale Rényi entropy
10.1371/journal.pone.0186916 · 2017 · External reference
The Kolmogorov-Smirnov Test for Goodness of Fit
10.1080/01621459.1951.10500769 · 1951 · External reference
The temporal dynamics of processing emotions from vocal, facial, and bodily expressions
10.1016/j.neuroimage.2011.06.035 · 2011 · External reference
Frontal EEG and emotion regulation: Electrocortical activity in response to emotional film clips is associated with reduced mood induction and attention interference effects
10.1016/j.biopsycho.2010.09.008 · 2010 · External reference
A neurocognitive theory of flexible emotion control: The role of the lateral frontal pole in emotion regulation
10.1111/nyas.15003 · 2023 · External reference
Neural mechanisms of autonomic, affective, and cognitive integration
10.1002/cne.20749 · 2005 · External reference
A review of brain oscillations in perception of faces and emotional pictures
10.1016/j.neuropsychologia.2014.03.014 · 2014 · External reference
Measuring brain potentials of imagination linked to physiological needs and motivational states
10.3389/fnhum.2023.1146789 · 2023 · External reference
Mapping EEG metrics to human affective and cognitive models: An interdisciplinary scoping review from a cognitive neuroscience perspective
10.3390/biomimetics10110730 · 2025 · External reference
Brain functional connectivity through phase coupling of neuronal oscillations: A perspective from magnetoencephalography
10.3389/fnins.2019.00964 · 2019 · External reference
Classifying different emotional states by means of EEG-based functional connectivity patterns
2014 · External reference
Phase-synchronized brain connectivity during emotion regulation: Attachment as a moderator
2025 · External reference
Synchronization and patterns in human dynamics
10.3390/systems13050311 · 2025 · External reference
What does phase information of oscillatory brain activity tell us about cognitive processes?
10.1016/j.neubiorev.2008.03.014 · 2008 · External reference
Principles of oscillatory brain dynamics and a treatise of recognition of faces and facial expressions
10.1016/s0079-6123(06)59004-1 · 2006 · External reference
