Frontiers in Human Neuroscience | Brain-Computer Interfaces

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

21,913 views
52 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

5,290 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

11,761 views
18 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

4,684 views
6 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

5,621 views
8 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

5,052 views
5 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

8,512 views
10 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

11,647 views
24 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

6,893 views
45 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

10,191 views
11 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

2,489 views
6 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

3,205 views
5 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

4,548 views
14 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

5,508 views
11 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

3,312 views
9 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

30,390 views
110 citations