Cargando…

Modeling temporal sequences of cognitive state changes based on a combination of EEG-engagement, EEG-workload, and heart rate metrics

The objective of this study was to investigate the feasibility of physiological metrics such as ECG-derived heart rate and EEG-derived cognitive workload and engagement as potential predictors of performance on different training tasks. An unsupervised approach based on self-organizing neural networ...

Descripción completa

Detalles Bibliográficos
Autores principales:	Stikic, Maja, Berka, Chris, Levendowski, Daniel J., Rubio, Roberto F., Tan, Veasna, Korszen, Stephanie, Barba, Douglas, Wurzer, David
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Frontiers Media S.A. 2014
Materias:	Neuroscience
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4220677/ https://www.ncbi.nlm.nih.gov/pubmed/25414629 http://dx.doi.org/10.3389/fnins.2014.00342

Ejemplares similares

Eeg-Derived Estimators of Present and Future Cognitive Performance
por: Stikic, Maja, et al.
Publicado: (2011)

An evaluation of mental workload with frontal EEG
por: So, Winnie K. Y., et al.
Publicado: (2017)

Measuring Mental Workload with EEG+fNIRS
por: Aghajani, Haleh, et al.
Publicado: (2017)

EEG-Based Neurocognitive Metrics May Predict Simulated and On-Road Driving Performance in Older Drivers
por: Rupp, Greg, et al.
Publicado: (2019)

EEG-based workload estimation across affective contexts
por: Mühl, Christian, et al.
Publicado: (2014)

Workload regulation by Sudarshan Kriya: an EEG and ECG perspective
por: Chandra, Sushil, et al.
Publicado: (2016)

Tracking of Mental Workload with a Mobile EEG Sensor
por: Kutafina, Ekaterina, et al.
Publicado: (2021)

Online EEG-Based Workload Adaptation of an Arithmetic Learning Environment
por: Walter, Carina, et al.
Publicado: (2017)

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

Characterizing donation behavior from psychophysiological indices of narrative experience
por: Correa, Kelly A., et al.
Publicado: (2015)

Feature Selection Model based on EEG Signals for Assessing the Cognitive Workload in Drivers
por: Becerra-Sánchez, Patricia, et al.
Publicado: (2020)

Adaptive Filtering for Improved EEG-Based Mental Workload Assessment of Ambulant Users
por: Rosanne, Olivier, et al.
Publicado: (2021)

Improving Cognitive Workload in Radiation Therapists: A Pilot EEG Neurofeedback Study
por: Campbell, Alana M., et al.
Publicado: (2020)

Comparison of Medical and Consumer Wireless EEG Systems for Use in Clinical Trials
por: Ratti, Elena, et al.
Publicado: (2017)

Combining and comparing EEG, peripheral physiology and eye-related measures for the assessment of mental workload
por: Hogervorst, Maarten A., et al.
Publicado: (2014)

Parallel Mechanism of Spectral Feature-Enhanced Maps in EEG-Based Cognitive Workload Classification
por: Zhang, Yihong, et al.
Publicado: (2019)

Working With Environmental Noise and Noise-Cancelation: A Workload Assessment With EEG and Subjective Measures
por: Pieper, Kerstin, et al.
Publicado: (2021)

An Evaluation of the EEG Alpha-to-Theta and Theta-to-Alpha Band Ratios as Indexes of Mental Workload
por: Raufi, Bujar, et al.
Publicado: (2022)

EEG-TNet: An End-To-End Brain Computer Interface Framework for Mental Workload Estimation
por: Fan, Chaojie, et al.
Publicado: (2022)

The spatio-temporal mapping of epileptic networks: Combination of EEG–fMRI and EEG source imaging
por: Vulliemoz, S., et al.
Publicado: (2009)

Multisubject “Learning” for Mental Workload Classification Using Concurrent EEG, fNIRS, and Physiological Measures
por: Liu, Yichuan, et al.
Publicado: (2017)

EEG Theta Power Activity Reflects Workload among Army Combat Drivers: An Experimental Study
por: Diaz-Piedra, Carolina, et al.
Publicado: (2020)

Subject-Specific Cognitive Workload Classification Using EEG-Based Functional Connectivity and Deep Learning
por: Gupta, Anmol, et al.
Publicado: (2021)

Using machine learning methods and EEG to discriminate aircraft pilot cognitive workload during flight
por: Taheri Gorji, Hamed, et al.
Publicado: (2023)

EEG/fNIRS Based Workload Classification Using Functional Brain Connectivity and Machine Learning
por: Cao, Jun, et al.
Publicado: (2022)

Research on Mental Workload of Deep-Sea Oceanauts Driving Operation Tasks from EEG Data
por: Liu, Xiaoguang, et al.
Publicado: (2023)

The Temporal Dynamics of Scene Processing: A Multifaceted EEG Investigation
por: Harel, Assaf, et al.
Publicado: (2016)

EEG temporal–spatial transformer for person identification
por: Du, Yang, et al.
Publicado: (2022)

Advancing towards Ubiquitous EEG, Correlation of In-Ear EEG with Forehead EEG
por: Mandekar, Swati, et al.
Publicado: (2022)

Proposing Metrics for Benchmarking Novel EEG Technologies Towards Real-World Measurements
por: Oliveira, Anderson S., et al.
Publicado: (2016)

Weighted Brain Network Metrics for Decoding Action Intention Understanding Based on EEG
por: Xiong, Xingliang, et al.
Publicado: (2020)

The Relationship between Carotid Doppler Ultrasound and EEG Metrics in Healthy Preschoolers and Adults
por: Portnova, Galina V., et al.
Publicado: (2020)

Assessing the Sensitivity of EEG-Based Frequency-Tagging as a Metric for Statistical Learning
por: Pinto, Danna, et al.
Publicado: (2022)

Detrended Fluctuation, Coherence, and Spectral Power Analysis of Activation Rearrangement in EEG Dynamics During Cognitive Workload
por: Seleznov, Ivan, et al.
Publicado: (2019)

Reliability of Mental Workload Index Assessed by EEG with Different Electrode Configurations and Signal Pre-Processing Pipelines
por: Mastropietro, Alfonso, et al.
Publicado: (2023)

Detection of Pilot’s Mental Workload Using a Wireless EEG Headset in Airfield Traffic Pattern Tasks
por: Liu, Chenglin, et al.
Publicado: (2023)

Humor drawings evoked temporal and spectral EEG processes
por: Wang, Regina W.Y., et al.
Publicado: (2017)

Temporal dynamics of resting EEG networks are associated with prosociality
por: Schiller, Bastian, et al.
Publicado: (2020)

Oxytocin modulates the temporal dynamics of resting EEG networks
por: Schiller, Bastian, et al.
Publicado: (2019)

Levetiracetam Modulates EEG Microstates in Temporal Lobe Epilepsy
por: Ricci, Lorenzo, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_f0k6sb1jltrfe3j9m55ai959d4