Frontiers in Human Neuroscience | Brain-Computer Interfaces

Original Research

Published on 24 Dec 2021

Electroencephalography Correlates of Well-Being Using a Low-Cost Wearable System

in Brain-Computer Interfaces

Cédric Cannard
Helané Wahbeh
Arnaud Delorme

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2021.745135

9,060 views
32 citations

Editorial

Published on 22 Dec 2021

Editorial: Neurorights and Mental Freedom: Emerging Challenges to Debates on Human Dignity and Neurotechnologies

in Brain-Computer Interfaces

Eric García-López
José M. Muñoz
Roberto Andorno

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2021.823570

6,099 views
6 citations

Original Research

Published on 22 Dec 2021

Multi-Parameter Physiological State Monitoring in Target Detection Under Real-World Settings

in Brain-Computer Interfaces

Yang Chang
Congying He
Bo-Yu Tsai
Li-Wei Ko

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2021.785562

5,936 views
9 citations

Review

Published on 17 Dec 2021

Data Augmentation for Deep Neural Networks Model in EEG Classification Task: A Review

in Brain-Computer Interfaces

Chao He
Jialu Liu
Yuesheng Zhu
Wencai Du

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2021.765525

27,086 views
82 citations

Original Research

Published on 26 Nov 2021

Mental State Detection Using Riemannian Geometry on Electroencephalogram Brain Signals

in Brain-Computer Interfaces

Selina C. Wriessnegger
Philipp Raggam
Kyriaki Kostoglou
Gernot R. Müller-Putz

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2021.746081

6,315 views
9 citations

Systematic Review

Published on 25 Nov 2021

Artificial Intelligence Algorithms in Visual Evoked Potential-Based Brain-Computer Interfaces for Motor Rehabilitation Applications: Systematic Review and Future Directions

in Brain-Computer Interfaces

Josefina Gutierrez-Martinez
Jorge A. Mercado-Gutierrez
Blanca E. Carvajal-Gámez
Jorge L. Rosas-Trigueros
Adrian E. Contreras-Martinez

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2021.772837

14,809 views
27 citations

Original Research

Published on 25 Nov 2021

See, Hear, or Feel – to Speak: A Versatile Multiple-Choice Functional Near-Infrared Spectroscopy-Brain-Computer Interface Feasible With Visual, Auditory, or Tactile Instructions

in Brain-Computer Interfaces

Laurien Nagels-Coune
Lars Riecke
Amaia Benitez-Andonegui
Simona Klinkhammer
Rainer Goebel
Peter De Weerd
Michael Lührs
Bettina Sorger

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2021.784522

6,023 views
7 citations

Original Research

Published on 28 Oct 2021

Ipsilesional Mu Rhythm Desynchronization Correlates With Improvements in Affected Hand Grip Strength and Functional Connectivity in Sensorimotor Cortices Following BCI-FES Intervention for Upper Extremity in Stroke Survivors

in Brain-Computer Interfaces

Alexander B. Remsik
Klevest Gjini
Leroy Williams
Peter L. E. van Kan
Shawna Gloe
Erik Bjorklund
Cameron A. Rivera
Sophia Romero
Brittany M. Young
Veena A. Nair

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2021.725645

7,330 views
12 citations

Perspective

Published on 28 Oct 2021

Theoretical Perspective on an Ideomotor Brain-Computer Interface: Toward a Naturalistic and Non-invasive Brain-Computer Interface Paradigm Based on Action-Effect Representation

in Brain-Computer Interfaces

Solène Le Bars
Sylvie Chokron
Rodrigo Balp
Khalida Douibi
Florian Waszak

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2021.732764

6,391 views
8 citations

Perspective

Published on 27 Oct 2021

Neurorights in History: A Contemporary Review of José M. R. Delgado’s “Physical Control of the Mind” (1969) and Elliot S. Valenstein’s “Brain Control” (1973)

in Brain-Computer Interfaces

Stephan Schleim

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2021.703308

11,532 views
11 citations

Opinion

Published on 25 Oct 2021

A Critical Perspective on NeuroRights: Comments Regarding Ethics and Law

in Brain-Computer Interfaces

Diego Borbón
Luisa Borbón

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2021.703121

14,614 views
29 citations

Original Research

Published on 15 Oct 2021

Functional Connectivity Analysis in Motor-Imagery Brain Computer Interfaces

in Brain-Computer Interfaces

Nikki Leeuwis
Sue Yoon
Maryam Alimardani

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2021.732946

10,322 views
59 citations

Opinion

Published on 14 Oct 2021

Is Mental Privacy a Component of Personal Identity?

in Brain-Computer Interfaces

Abel Wajnerman Paz

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2021.773441

12,482 views
14 citations

Original Research

Published on 08 Oct 2021

Study of Auditory Brain Cognition Laws-Based Recognition Method of Automobile Sound Quality

in Brain-Computer Interfaces

Liping Xie
Chihua Lu
Zhien Liu
Lirong Yan
Tao Xu

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2021.663049

3,291 views
8 citations

Original Research

Published on 08 Oct 2021

Sabotage Detection Using DL Models on EEG Data From a Cognitive-Motor Integration Task

in Brain-Computer Interfaces

Mahima Chaudhary
Meaghan S. Adams
Sumona Mukhopadhyay
Marin Litoiu
Lauren E. Sergio

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2021.662875

4,049 views
6 citations

Methods

Published on 01 Oct 2021

Label-Based Alignment Multi-Source Domain Adaptation for Cross-Subject EEG Fatigue Mental State Evaluation

in Brain-Computer Interfaces

Yue Zhao
Guojun Dai
Gianluca Borghini
Jiaming Zhang
Xiufeng Li
Zhenyan Zhang
Pietro Aricò
Gianluca Di Flumeri
Fabio Babiloni
Hong Zeng

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2021.706270

5,639 views
15 citations

Original Research

Published on 29 Sep 2021

Functional Near-Infrared Spectroscopy Neurofeedback Enhances Human Spatial Memory

in Brain-Computer Interfaces

Xin Hou
Xiang Xiao
Yilong Gong
Zheng Li
Antao Chen
Chaozhe Zhu

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2021.681193

7,083 views
14 citations

Original Research

Published on 24 Sep 2021

Directional Decoding From EEG in a Center-Out Motor Imagery Task With Visual and Vibrotactile Guidance

in Brain-Computer Interfaces

Lea Hehenberger
Luka Batistic
Andreea I. Sburlea
Gernot R. Müller-Putz

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2021.687252

4,319 views
11 citations

Review

Published on 24 Sep 2021

On Neurorights

in Brain-Computer Interfaces

Marcello Ienca

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2021.701258

42,844 views
150 citations

Original Research

Published on 13 Sep 2021

The Time-Robustness Analysis of Individual Identification Based on Resting-State EEG

in Brain-Computer Interfaces

Yang Di
Xingwei An
Wenxiao Zhong
Shuang Liu
Dong Ming

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2021.672946

3,617 views
13 citations

Editorial

Published on 10 Sep 2021

Editorial: Enabling Wearable Brain Technologies - Methods and Applications

in Brain-Computer Interfaces

Marcin Wozniak
Victor Hugo C. de Albuquerque
Adel Said Elmaghraby

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2021.722388

2,155 views
1 citation

Original Research

Published on 09 Sep 2021

Multimodal Prediction of Alzheimer's Disease Severity Level Based on Resting-State EEG and Structural MRI

in Brain-Computer Interfaces

Belmir Jesus
Raymundo Cassani
William J. McGeown
Marco Cecchi
K. C. Fadem
Tiago H. Falk

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2021.700627

7,294 views
22 citations

Original Research

Published on 07 Sep 2021

Information Bottleneck as Optimisation Method for SSVEP-Based BCI

in Brain-Computer Interfaces

Anti Ingel
Raul Vicente

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2021.675091

3,353 views
2 citations

Original Research

Published on 26 Aug 2021

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

in Brain-Computer Interfaces

Eleonora De Filippi
Mara Wolter
Bruno R. P. Melo
Carlos J. Tierra-Criollo
Tiago Bortolini
Gustavo Deco
Jorge Moll

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2021.711279

6,566 views
10 citations

508 articles

articles

Electroencephalography Correlates of Well-Being Using a Low-Cost Wearable System

Editorial: Neurorights and Mental Freedom: Emerging Challenges to Debates on Human Dignity and Neurotechnologies

Multi-Parameter Physiological State Monitoring in Target Detection Under Real-World Settings

Data Augmentation for Deep Neural Networks Model in EEG Classification Task: A Review

Mental State Detection Using Riemannian Geometry on Electroencephalogram Brain Signals

Artificial Intelligence Algorithms in Visual Evoked Potential-Based Brain-Computer Interfaces for Motor Rehabilitation Applications: Systematic Review and Future Directions

See, Hear, or Feel – to Speak: A Versatile Multiple-Choice Functional Near-Infrared Spectroscopy-Brain-Computer Interface Feasible With Visual, Auditory, or Tactile Instructions

Ipsilesional Mu Rhythm Desynchronization Correlates With Improvements in Affected Hand Grip Strength and Functional Connectivity in Sensorimotor Cortices Following BCI-FES Intervention for Upper Extremity in Stroke Survivors

Theoretical Perspective on an Ideomotor Brain-Computer Interface: Toward a Naturalistic and Non-invasive Brain-Computer Interface Paradigm Based on Action-Effect Representation

Neurorights in History: A Contemporary Review of José M. R. Delgado’s “Physical Control of the Mind” (1969) and Elliot S. Valenstein’s “Brain Control” (1973)

A Critical Perspective on NeuroRights: Comments Regarding Ethics and Law

Functional Connectivity Analysis in Motor-Imagery Brain Computer Interfaces

Is Mental Privacy a Component of Personal Identity?

Study of Auditory Brain Cognition Laws-Based Recognition Method of Automobile Sound Quality

Sabotage Detection Using DL Models on EEG Data From a Cognitive-Motor Integration Task

Label-Based Alignment Multi-Source Domain Adaptation for Cross-Subject EEG Fatigue Mental State Evaluation

Functional Near-Infrared Spectroscopy Neurofeedback Enhances Human Spatial Memory

Directional Decoding From EEG in a Center-Out Motor Imagery Task With Visual and Vibrotactile Guidance

On Neurorights

The Time-Robustness Analysis of Individual Identification Based on Resting-State EEG

Editorial: Enabling Wearable Brain Technologies - Methods and Applications

Multimodal Prediction of Alzheimer's Disease Severity Level Based on Resting-State EEG and Structural MRI

Information Bottleneck as Optimisation Method for SSVEP-Based BCI

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