Cargando…

Classification of Complex Emotions Using EEG and Virtual Environment: Proof of Concept and Therapeutic Implication

During the last decades, neurofeedback training for emotional self-regulation has received significant attention from scientific and clinical communities. Most studies have investigated emotions using functional magnetic resonance imaging (fMRI), including the real-time application in neurofeedback...

Descripción completa

Detalles Bibliográficos
Autores principales:	De Filippi, Eleonora, Wolter, Mara, Melo, Bruno R. P., Tierra-Criollo, Carlos J., Bortolini, Tiago, Deco, Gustavo, Moll, Jorge
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Frontiers Media S.A. 2021
Materias:	Human Neuroscience
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8427812/ https://www.ncbi.nlm.nih.gov/pubmed/34512297 http://dx.doi.org/10.3389/fnhum.2021.711279

Ejemplares similares

Emotion Regulation Using Virtual Environments and Real-Time fMRI Neurofeedback
por: Lorenzetti, Valentina, et al.
Publicado: (2018)

Editorial: Normalization of human social and emotional dysfunction using noninvasive brain modulation approaches: From proof-of-concept to clinical studies
por: Yao, Shuxia, et al.
Publicado: (2023)

Recognition of Consumer Preference by Analysis and Classification EEG Signals
por: Aldayel, Mashael, et al.
Publicado: (2021)

Estimating Cognitive Workload in an Interactive Virtual Reality Environment Using EEG
por: Tremmel, Christoph, et al.
Publicado: (2019)

Proactive Control of Emotional Distraction: Evidence From EEG Alpha Suppression
por: Murphy, Justin, et al.
Publicado: (2020)

Hybrid transfer learning strategy for cross-subject EEG emotion recognition
por: Lu, Wei, et al.
Publicado: (2023)

Machine Learning Approaches for MDD Detection and Emotion Decoding Using EEG Signals
por: Duan, Lijuan, et al.
Publicado: (2020)

Two-Level Domain Adaptation Neural Network for EEG-Based Emotion Recognition
por: Bao, Guangcheng, et al.
Publicado: (2021)

Exploring how healthcare teams balance the neurodynamics of autonomous and collaborative behaviors: a proof of concept
por: Stevens, Ronald, et al.
Publicado: (2022)

Mitigating negative emotions through virtual reality and embodiment
por: Sansoni, Maria, et al.
Publicado: (2022)

EEG-Based Classification of Internally- and Externally-Directed Attention in an Augmented Reality Paradigm
por: Vortmann, Lisa-Marie, et al.
Publicado: (2019)

High Gamma Band EEG Closely Related to Emotion: Evidence From Functional Network
por: Yang, Kai, et al.
Publicado: (2020)

A Simplified CNN Classification Method for MI-EEG via the Electrode Pairs Signals
por: Lun, Xiangmin, et al.
Publicado: (2020)

Source localization and functional network analysis in emotion cognitive reappraisal with EEG-fMRI integration
por: Li, Wenjie, et al.
Publicado: (2022)

SSTM-IS: simplified STM method based on instance selection for real-time EEG emotion recognition
por: Ran, Shuang, et al.
Publicado: (2023)

Data Augmentation: Using Channel-Level Recombination to Improve Classification Performance for Motor Imagery EEG
por: Pei, Yu, et al.
Publicado: (2021)

Metric Learning in Freewill EEG Pre-Movement and Movement Intention Classification for Brain Machine Interfaces
por: Plucknett, William, et al.
Publicado: (2022)

Challenge for Affective Brain-Computer Interfaces: Non-stationary Spatio-spectral EEG Oscillations of Emotional Responses
por: Shen, Yi-Wei, et al.
Publicado: (2019)

STGATE: Spatial-temporal graph attention network with a transformer encoder for EEG-based emotion recognition
por: Li, Jingcong, et al.
Publicado: (2023)

Bi-Dimensional Approach Based on Transfer Learning for Alcoholism Pre-disposition Classification via EEG Signals
por: Zhang, Hongyi, et al.
Publicado: (2020)

Graded fMRI Neurofeedback Training of Motor Imagery in Middle Cerebral Artery Stroke Patients: A Preregistered Proof-of-Concept Study
por: Mehler, David M. A., et al.
Publicado: (2020)

Ventral Attention Network Correlates With High Traits of Emotion Dysregulation in Community Women — A Resting-State EEG Study
por: Fusina, Francesca, et al.
Publicado: (2022)

Prefrontal dysfunction in post-COVID-19 hyposmia: an EEG/fNIRS study
por: Clemente, Livio, et al.
Publicado: (2023)

Bridging the BCI illiteracy gap: a subject-to-subject semantic style transfer for EEG-based motor imagery classification
por: Kim, Da-Hyun, et al.
Publicado: (2023)

The effects of layer-wise relevance propagation-based feature selection for EEG classification: a comparative study on multiple datasets
por: Nam, Hyeonyeong, et al.
Publicado: (2023)

A Spherical Phase Space Partitioning Based Symbolic Time Series Analysis (SPSP—STSA) for Emotion Recognition Using EEG Signals
por: Tavakkoli, Hoda, et al.
Publicado: (2022)

Multimodal Prediction of Alzheimer's Disease Severity Level Based on Resting-State EEG and Structural MRI
por: Jesus, Belmir, et al.
Publicado: (2021)

M1-P15 as a cortical marker for transcallosal inhibition: A preregistered TMS-EEG study
por: Zazio, Agnese, et al.
Publicado: (2022)

Improved classification performance of EEG-fNIRS multimodal brain-computer interface based on multi-domain features and multi-level progressive learning
por: Qiu, Lina, et al.
Publicado: (2022)

Application of multi-task transfer learning: The combination of EA and optimized subband regularized CSP to classification of 8-channel EEG signals with small dataset
por: Long, Taixue, et al.
Publicado: (2023)

Identifying biomarkers for tDCS treatment response in Alzheimer’s disease patients: a machine learning approach using resting-state EEG classification
por: Andrade, Suellen Marinho, et al.
Publicado: (2023)

A real-time fMRI neurofeedback system for the clinical alleviation of depression with a subject-independent classification of brain states: A proof of principle study
por: Pereira, Jaime A., et al.
Publicado: (2022)

The Influence of Different EEG References on Scalp EEG Functional Network Analysis During Hand Movement Tasks
por: Zhang, Lipeng, et al.
Publicado: (2020)

Complexity changes in functional state dynamics suggest focal connectivity reductions
por: Blair, David Sutherland, et al.
Publicado: (2022)

Corrigendum: Complexity changes in functional state dynamics suggest focal connectivity reductions
por: Blair, David Sutherland, et al.
Publicado: (2023)

Values and COVID-19 worries: The importance of emotional stability traits
por: Fischer, Ronald, et al.
Publicado: (2021)

One session of fMRI-Neurofeedback training on motor imagery modulates whole-brain effective connectivity and dynamical complexity
por: De Filippi, Eleonora, et al.
Publicado: (2022)

Mapping the Scene and Object Processing Networks by Intracranial EEG
por: Vlcek, Kamil, et al.
Publicado: (2020)

Feedback Related Potentials for EEG-Based Typing Systems
por: Gonzalez-Navarro, Paula, et al.
Publicado: (2022)

Editorial: EEG/MEG based diagnosis for psychiatric disorders
por: Zhang, Junpeng, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_rvgeec0jsffbuo1ng619n66eaa