Frontiers in Human Neuroscience | Brain-Computer Interfaces

Original Research

Published on 24 Jun 2021

Changes in EEG Brain Connectivity Caused by Short-Term BCI Neurofeedback-Rehabilitation Training: A Case Study

in Brain-Computer Interfaces

Youhao Wang
Jingjing Luo
Yuzhu Guo
Qiang Du
Qiying Cheng
Hongbo Wang

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2021.627100

6,360 views
13 citations

Original Research

Published on 23 Jun 2021

BENDR: Using Transformers and a Contrastive Self-Supervised Learning Task to Learn From Massive Amounts of EEG Data

in Brain-Computer Interfaces

Demetres Kostas
Stéphane Aroca-Ouellette
Frank Rudzicz

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2021.653659

32,752 views
171 citations

Original Research

Published on 15 Jun 2021

Design Considerations for Long Term Non-invasive Brain Computer Interface Training With Tetraplegic CYBATHLON Pilot

in Brain-Computer Interfaces

Neethu Robinson
Tushar Chouhan
Ernest Mihelj
Paulina Kratka
Frédéric Debraine
Nicole Wenderoth
Cuntai Guan
Rea Lehner

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2021.648275

6,279 views
12 citations

Original Research

Published on 07 Jun 2021

An Online Data Visualization Feedback Protocol for Motor Imagery-Based BCI Training

in Brain-Computer Interfaces

Xu Duan
Songyun Xie
Xinzhou Xie
Klaus Obermayer
Yujie Cui
Zhenzhen Wang

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2021.625983

4,503 views
15 citations

Original Research

Published on 31 May 2021

Building an Open Source Classifier for the Neonatal EEG Background: A Systematic Feature-Based Approach From Expert Scoring to Clinical Visualization

in Brain-Computer Interfaces

Saeed Montazeri
Elana Pinchefsky
Ilse Tse
Viviana Marchi
Jukka Kohonen
Minna Kauppila
Manu Airaksinen
Karoliina Tapani
Päivi Nevalainen
Cecil Hahn

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2021.675154

6,103 views
23 citations

Review

Published on 28 May 2021

A Survey on Deep Learning-Based Short/Zero-Calibration Approaches for EEG-Based Brain–Computer Interfaces

in Brain-Computer Interfaces

Wonjun Ko
Eunjin Jeon
Seungwoo Jeong
Jaeun Phyo
Heung-Il Suk

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2021.643386

11,413 views
36 citations

Original Research

Published on 25 May 2021

Brain Networks Underlying Strategy Execution and Feedback Processing in an Efficient Functional Magnetic Resonance Imaging Neurofeedback Training Performed in a Parallel or a Serial Paradigm

in Brain-Computer Interfaces

Wan Ilma Dewiputri
Renate Schweizer
Tibor Auer

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2021.645048

3,513 views
6 citations

Opinion

Published on 11 May 2021

Values Evolution in Human Machine Relations: Grounding Computationalism and Neural Dynamics in a Physical a Priorism of Nature

in Brain-Computer Interfaces

Denis Larrivee

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2021.649544

3,063 views
2 citations

Original Research

Published on 30 Apr 2021

Vector Phase Analysis Approach for Sleep Stage Classification: A Functional Near-Infrared Spectroscopy-Based Passive Brain–Computer Interface

in Brain-Computer Interfaces

Saad Arif
Muhammad Jawad Khan
Noman Naseer
Keum-Shik Hong
Hasan Sajid
Yasar Ayaz

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2021.658444

6,213 views
13 citations

Original Research

Published on 14 Apr 2021

A P300 Brain-Computer Interface Paradigm Based on Electric and Vibration Simple Command Tactile Stimulation

in Brain-Computer Interfaces

Chenxi Chu
Jingjing Luo
Xiwei Tian
Xiangke Han
Shijie Guo

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2021.641357

6,210 views
14 citations

Original Research

Published on 06 Apr 2021

Vividness of Visual Imagery and Personality Impact Motor-Imagery Brain Computer Interfaces

in Brain-Computer Interfaces

Nikki Leeuwis
Alissa Paas
Maryam Alimardani

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2021.634748

9,665 views
38 citations

Original Research

Published on 01 Apr 2021

Clinical Recognition of Sensory Ataxia and Cerebellar Ataxia

in Brain-Computer Interfaces

Qing Zhang
Xihui Zhou
Yajun Li
Xiaodong Yang
Qammer H. Abbasi

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2021.639871

81,219 views
19 citations

Perspective

Published on 29 Mar 2021

Bringing Together Robotics, Neuroscience, and Psychology: Lessons Learned From an Interdisciplinary Project

in Brain-Computer Interfaces

Olga A. Wudarczyk
Murat Kirtay
Anna K. Kuhlen
Rasha Abdel Rahman
John-Dylan Haynes
Verena V. Hafner
Doris Pischedda

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2021.630789

10,008 views
6 citations

Original Research

Published on 25 Mar 2021

Long Multi-Stage Training for a Motor-Impaired User in a BCI Competition

in Brain-Computer Interfaces

Federica Turi
Maureen Clerc
Théodore Papadopoulo

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2021.647908

4,661 views
9 citations

Original Research

Published on 18 Mar 2021

Enhancement of Event-Related Desynchronization in Motor Imagery Based on Transcranial Electrical Stimulation

in Brain-Computer Interfaces

Jiaxin Xie
Maoqin Peng
Jingqing Lu
Chao Xiao
Xin Zong
Manqing Wang
Dongrui Gao
Yun Qin
Tiejun Liu

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2021.635351

5,659 views
26 citations

Original Research

Published on 18 Mar 2021

Long-Term BCI Training of a Tetraplegic User: Adaptive Riemannian Classifiers and User Training

in Brain-Computer Interfaces

Camille Benaroch
Khadijeh Sadatnejad
Aline Roc
Aurélien Appriou
Thibaut Monseigne
Smeety Pramij
Jelena Mladenovic
Léa Pillette
Camille Jeunet
Fabien Lotte

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2021.635653

7,071 views
40 citations