Cargando…

Early Detection of Hemodynamic Responses Using EEG: A Hybrid EEG-fNIRS Study

Enhanced classification accuracy and a sufficient number of commands are highly demanding in brain computer interfaces (BCIs). For a successful BCI, early detection of brain commands in time is essential. In this paper, we propose a novel classifier using a modified vector phase diagram and the powe...

Descripción completa

Detalles Bibliográficos
Autores principales:	Khan, M. Jawad, Ghafoor, Usman, Hong, Keum-Shik
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Frontiers Media S.A. 2018
Materias:	Neuroscience
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6281984/ https://www.ncbi.nlm.nih.gov/pubmed/30555313 http://dx.doi.org/10.3389/fnhum.2018.00479

Ejemplares similares

EEG-fNIRS-based hybrid image construction and classification using CNN-LSTM
por: Mughal, Nabeeha Ehsan, et al.
Publicado: (2022)

Feature Extraction and Classification Methods for Hybrid fNIRS-EEG Brain-Computer Interfaces
por: Hong, Keum-Shik, et al.
Publicado: (2018)

Hybrid EEG–fNIRS-Based Eight-Command Decoding for BCI: Application to Quadcopter Control
por: Khan, Muhammad Jawad, et al.
Publicado: (2017)

Systemic Review on Transcranial Electrical Stimulation Parameters and EEG/fNIRS Features for Brain Diseases
por: Yang, Dalin, et al.
Publicado: (2021)

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

Hemodynamic Response to Interictal Epileptiform Discharges Addressed by Personalized EEG-fNIRS Recordings
por: Pellegrino, Giovanni, et al.
Publicado: (2016)

Amplitude of fNIRS Resting-State Global Signal Is Related to EEG Vigilance Measures: A Simultaneous fNIRS and EEG Study
por: Chen, Yuxuan, et al.
Publicado: (2020)

Decoding of four movement directions using hybrid NIRS-EEG brain-computer interface
por: Khan, M. Jawad, et al.
Publicado: (2014)

fNIRS improves seizure detection in multimodal EEG-fNIRS recordings
por: Sirpal, Parikshat, et al.
Publicado: (2019)

Hybrid fNIRS-EEG based classification of auditory and visual perception processes
por: Putze, Felix, et al.
Publicado: (2014)

Early-stage fusion of EEG and fNIRS improves classification of motor imagery
por: Li, Yang, et al.
Publicado: (2023)

Toward a Hybrid Passive BCI for the Modulation of Sustained Attention Using EEG and fNIRS
por: Karran, Alexander J., et al.
Publicado: (2019)

Enhancing Performance of a Hybrid EEG-fNIRS System Using Channel Selection and Early Temporal Features
por: Li, Rihui, et al.
Publicado: (2017)

fNIRS-based brain-computer interfaces: a review
por: Naseer, Noman, et al.
Publicado: (2015)

Hybrid EEG-fNIRS BCI Fusion Using Multi-Resolution Singular Value Decomposition (MSVD)
por: Khan, Muhammad Umer, et al.
Publicado: (2020)

Concurrent fNIRS and EEG for Brain Function Investigation: A Systematic, Methodology-Focused Review
por: Li, Rihui, et al.
Publicado: (2022)

Analysis of Human Gait Using Hybrid EEG-fNIRS-Based BCI System: A Review
por: Khan, Haroon, et al.
Publicado: (2021)

Editorial: Techniques Advances and Clinical Applications in Fused EEG-fNIRS
por: Yuan, Zhen, et al.
Publicado: (2019)

Corrigendum “fNIRS-based brain-computer interfaces: a review”
por: Naseer, Noman, et al.
Publicado: (2015)

Lateralization of music processing with noises in the auditory cortex: an fNIRS study
por: Santosa, Hendrik, et al.
Publicado: (2014)

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

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

Assessing Brain Networks by Resting-State Dynamic Functional Connectivity: An fNIRS-EEG Study
por: Zhang, Yujin, et al.
Publicado: (2020)

Multi-Modal Integration of EEG-fNIRS for Characterization of Brain Activity Evoked by Preferred Music
por: Qiu, Lina, et al.
Publicado: (2022)

Prediction of balance function for stroke based on EEG and fNIRS features during ankle dorsiflexion
por: Liang, Jun, et al.
Publicado: (2022)

Neural Activity and Decoding of Action Observation Using Combined EEG and fNIRS Measurement
por: Ge, Sheng, et al.
Publicado: (2019)

A Computationally Efficient Method for Hybrid EEG-fNIRS BCI Based on the Pearson Correlation
por: Hasan, Mustafa A. H., et al.
Publicado: (2020)

Wearable, Integrated EEG–fNIRS Technologies: A Review
por: Uchitel, Julie, et al.
Publicado: (2021)

Hybrid EEG-fNIRS Asynchronous Brain-Computer Interface for Multiple Motor Tasks
por: Buccino, Alessio Paolo, et al.
Publicado: (2016)

Multi-Modal Integration of EEG-fNIRS for Brain-Computer Interfaces – Current Limitations and Future Directions
por: Ahn, Sangtae, et al.
Publicado: (2017)

Hemodynamic changes associated with common EEG patterns in critically ill patients: Pilot results from continuous EEG-fNIRS study
por: Kassab, Ali, et al.
Publicado: (2021)

Evaluation of Neural Degeneration Biomarkers in the Prefrontal Cortex for Early Identification of Patients With Mild Cognitive Impairment: An fNIRS Study
por: Yang, Dalin, et al.
Publicado: (2019)

Multiscale Entropy as a New Feature for EEG and fNIRS Analysis
por: Angsuwatanakul, Thanate, et al.
Publicado: (2020)

Development of an Integrated EEG/fNIRS Brain Function Monitoring System
por: Mohamed, Manal, et al.
Publicado: (2021)

OptEF-BCI: An Optimization-Based Hybrid EEG and fNIRS–Brain Computer Interface
por: Ali, Muhammad Umair, et al.
Publicado: (2023)

Current State and Future Prospects of EEG and fNIRS in Robot-Assisted Gait Rehabilitation: A Brief Review
por: Berger, Alisa, et al.
Publicado: (2019)

Decoding Multiple Sound-Categories in the Auditory Cortex by Neural Networks: An fNIRS Study
por: Yoo, So-Hyeon, et al.
Publicado: (2021)

Individual Differences in Math Ability Determine Neurocognitive Processing of Arithmetic Complexity: A Combined fNIRS-EEG Study
por: Artemenko, Christina, et al.
Publicado: (2019)

Neural Correlates of Age-Related Changes in Precise Grip Force Regulation: A Combined EEG-fNIRS Study
por: Berger, Alisa, et al.
Publicado: (2020)

Brain Oscillatory and Hemodynamic Activity in a Bimanual Coordination Task Following Transcranial Alternating Current Stimulation (tACS): A Combined EEG-fNIRS Study
por: Berger, Alisa, et al.
Publicado: (2018)

Cannot write session to /tmp/vufind_sessions/sess_6c75seer6eff8f0qt502u5vsgh