Frontiers in Neuroergonomics | Cognitive Neuroergonomics

Systematic Review

Published on 10 Feb 2026

Reviewing digital collaborative interactions with multimodal hyperscanning through an ever-growing database

in Cognitive Neuroergonomics

Anna Vorreuther
Anne-Marie Brouwer
Mathias Vukelić

Frontiers in Neuroergonomics

doi 10.3389/fnrgo.2026.1756956

383 views

Review

Accepted on 03 Feb 2026

Not Just Heard, but Judged: A Multidimensional Perspective on Auditory Attention in Everyday Life

in Cognitive Neuroergonomics

Silvia Korte
Martin Georg Bleichner

Frontiers in Neuroergonomics

Systematic Review

Published on 29 Jan 2026

Combining EEG and eye-tracking for cognitive and physiological states monitoring: a systematic review

in Cognitive Neuroergonomics

Maria Rivas-Vidal
Alberto Calvo Cordoba
Cecilia E. García Cena
Fernando Daniel Farfán

Frontiers in Neuroergonomics

doi 10.3389/fnrgo.2025.1736672

673 views

Review

Published on 12 Jan 2026

The state of the art in assessing mental fatigue in the cockpit using head-worn sensing technology

in Cognitive Neuroergonomics

Anneke Hamann
Carmen van Klaren
Rolf Zon
Frédéric Dehais
Nils Carstengerdes
Maykel van Miltenburg
Kalou Cabrera Castillos

Frontiers in Neuroergonomics

doi 10.3389/fnrgo.2025.1673268

1,269 views

Original Research

Published on 12 Nov 2025

Pilot mental workload analysis in the A320 traffic pattern based on HRV features

in Cognitive Neuroergonomics

Jiajun Yuan
Bo Jia
Chenyang Zhang
Lu Tian
Han Yi
Lin Wei

Frontiers in Neuroergonomics

doi 10.3389/fnrgo.2025.1672492

1,775 views
1 citation

Systematic Review

Published on 15 Sep 2025

Machine learning performance in EEG-based mental workload classification across task types: a systematic review

in Cognitive Neuroergonomics

Miloš Pušica
Bogdan Mijović
Maria Chiara Leva
Ivan Gligorijević

Frontiers in Neuroergonomics

doi 10.3389/fnrgo.2025.1621309

3,450 views

Original Research

Published on 18 Jun 2025

One size does not fit all: a support vector machine exploration of multiclass cognitive state classifications using physiological measures

in Cognitive Neuroergonomics

Jonathan Vogl
Kevin O'Brien
Paul St. Onge

Frontiers in Neuroergonomics

doi 10.3389/fnrgo.2025.1566431

1,937 views
3 citations

Original Research

Published on 09 May 2025

Detecting sources of anger in automated driving: driving-related and external factor

in Cognitive Neuroergonomics

Jordan Maillant
Christophe Jallais
Stéphanie Dabic

Frontiers in Neuroergonomics

doi 10.3389/fnrgo.2025.1548861

2,369 views
1 citation

Original Research

Published on 06 May 2025

Visualization and workload with implicit fNIRS-based BCI: toward a real-time memory prosthesis with fNIRS

in Cognitive Neuroergonomics

Matthew Russell
Samuel Hincks
Liang Wang
Amin Babar
Zaiyi Chen
Zachary White
Robert J. K. Jacob

Frontiers in Neuroergonomics

doi 10.3389/fnrgo.2025.1550629

2,304 views

Original Research

Published on 28 Apr 2025

Learning selection-based augmented reality interactions across different training modalities: uncovering sex-specific neural strategies

in Cognitive Neuroergonomics

John Hayes
Joseph L. Gabbard
Ranjana K. Mehta

Frontiers in Neuroergonomics

doi 10.3389/fnrgo.2025.1539552

2,078 views

Original Research

Published on 28 Apr 2025

From beeps to streets: unveiling sensory input and relevance across auditory contexts

in Cognitive Neuroergonomics

Silvia Korte
Manuela Jaeger
Marc Rosenkranz
Martin G. Bleichner

Frontiers in Neuroergonomics

doi 10.3389/fnrgo.2025.1571356

2,383 views
4 citations

Systematic Review

Published on 25 Apr 2025

Systematic review of neurophysiological assessment techniques and metrics for mental workload evaluation in real-world settings

in Cognitive Neuroergonomics

Moussa Diarra
Jean Theurel
Benjamin Paty

Frontiers in Neuroergonomics

doi 10.3389/fnrgo.2025.1584736

6,891 views
10 citations

Original Research

Published on 12 Mar 2025

Mind the road: attention related neuromarkers during automated and manual simulated driving captured with a new mobile EEG sensor system

in Cognitive Neuroergonomics

Joanna Elizabeth Mary Scanlon
Daniel Küppers
Anneke Büürma
Axel Heinrich Winneke

Frontiers in Neuroergonomics

doi 10.3389/fnrgo.2025.1542379

3,930 views
2 citations

Original Research

Published on 05 Mar 2025

Correlations of pilot trainees' brainwave dynamics with subjective performance evaluations: insights from EEG microstate analysis

in Cognitive Neuroergonomics

Mengting Zhao
Andrew Law
Chang Su
Sion Jennings
Alain Bourgon
Wenjun Jia
Marie-Hélène Larose
David Bowness
Yong Zeng

Frontiers in Neuroergonomics

doi 10.3389/fnrgo.2025.1472693

3,014 views

Original Research

Published on 19 Feb 2025

Evaluating robotic actions: spatiotemporal brain dynamics of performance assessment in robot-assisted laparoscopic training

in Cognitive Neuroergonomics

Katharina Lingelbach
Jennifer Rips
Lennart Karstensen
Franziska Mathis-Ullrich
Mathias Vukelić

Frontiers in Neuroergonomics

doi 10.3389/fnrgo.2025.1535799

2,579 views

Technology and Code

Published on 18 Dec 2024

The United States Army Aeromedical Research Laboratory Multi-Attribute Task Battery

in Cognitive Neuroergonomics

Jonathan Vogl
Charles D. McCurry
Sharon Bommer
J. Andrew Atchley

Frontiers in Neuroergonomics

doi 10.3389/fnrgo.2024.1435588

2,672 views
5 citations

Review

Published on 05 Dec 2024

A systematic narrative review of the involvement of executive functions in flying performance of pilots

in Cognitive Neuroergonomics

Stefanie Enriquez-Geppert
Diede Smit
Marike C. de Boer
Negin Daneshnia
Alex Lafont
Frédéric Dehais

Frontiers in Neuroergonomics

doi 10.3389/fnrgo.2024.1462304

3,273 views
1 citation

Original Research

Published on 23 Oct 2024

Self-perceptual blindness to mental fatigue in mining workers

in Cognitive Neuroergonomics

Helena Purto
Héctor Anabalon
Katherine Vargas
Cristian Jara D
Ricardo de la Vega

Frontiers in Neuroergonomics

doi 10.3389/fnrgo.2024.1441243

3,271 views
2 citations

Original Research

Published on 18 Sep 2024

Self-control enhances vigilance performance in temporally irregular tasks: an fNIRS frontoparietal investigation

in Cognitive Neuroergonomics

Salim Adam Mouloua
William S. Helton
Gerald Matthews
Tyler H. Shaw

Frontiers in Neuroergonomics

doi 10.3389/fnrgo.2024.1415089

2,849 views
1 citation

Editorial

Published on 14 Aug 2024

Editorial: Stress and the brain: advances in neurophysiological measures for mental stress detection and reduction

in Cognitive Neuroergonomics

Stefania Coelli
Eleonora Maggioni
Martin O. Mendez

Frontiers in Neuroergonomics

doi 10.3389/fnrgo.2024.1466783

2,110 views

Data Report

Published on 05 Jun 2024

Visuo-haptic prediction errors: a multimodal dataset (EEG, motion) in BIDS format indexing mismatches in haptic interaction

in Cognitive Neuroergonomics

Lukas Gehrke
Leonie Terfurth
Sezen Akman
Klaus Gramann

Frontiers in Neuroergonomics

doi 10.3389/fnrgo.2024.1411305

2,788 views
3 citations

Original Research

Published on 04 Jun 2024

Pretraining alpha rhythm enhancement by neurofeedback facilitates short-term perceptual learning and improves visual acuity by facilitated consolidation

in Cognitive Neuroergonomics

Ming Chang
Shuntaro Suzuki
Takahiro Kurose
Takuya Ibaraki

Frontiers in Neuroergonomics

doi 10.3389/fnrgo.2024.1399578

4,031 views
2 citations

Editorial

Published on 29 May 2024

Editorial: Affective computing and mental workload assessment to enhance human-machine interaction

in Cognitive Neuroergonomics

Sabrina Iarlori
Andrea Monteriú
David Perpetuini
Chiara Filippini
Daniela Cardone

Frontiers in Neuroergonomics

doi 10.3389/fnrgo.2024.1412744

1,949 views
3 citations

Hypothesis and Theory

Published on 28 May 2024

Hybrid framework of fatigue: connecting motivational control and computational moderators to gamma oscillations

in Cognitive Neuroergonomics

Lorraine Borghetti
Taylor Curley
L. Jack Rhodes
Megan B. Morris
Bella Z. Veksler

Frontiers in Neuroergonomics

doi 10.3389/fnrgo.2024.1375913

2,788 views
1 citation

74 articles

articles

Reviewing digital collaborative interactions with multimodal hyperscanning through an ever-growing database

Not Just Heard, but Judged: A Multidimensional Perspective on Auditory Attention in Everyday Life

Combining EEG and eye-tracking for cognitive and physiological states monitoring: a systematic review

The state of the art in assessing mental fatigue in the cockpit using head-worn sensing technology

Pilot mental workload analysis in the A320 traffic pattern based on HRV features

Machine learning performance in EEG-based mental workload classification across task types: a systematic review

One size does not fit all: a support vector machine exploration of multiclass cognitive state classifications using physiological measures

Detecting sources of anger in automated driving: driving-related and external factor

Visualization and workload with implicit fNIRS-based BCI: toward a real-time memory prosthesis with fNIRS

Learning selection-based augmented reality interactions across different training modalities: uncovering sex-specific neural strategies

From beeps to streets: unveiling sensory input and relevance across auditory contexts

Systematic review of neurophysiological assessment techniques and metrics for mental workload evaluation in real-world settings

Mind the road: attention related neuromarkers during automated and manual simulated driving captured with a new mobile EEG sensor system

Correlations of pilot trainees' brainwave dynamics with subjective performance evaluations: insights from EEG microstate analysis

Evaluating robotic actions: spatiotemporal brain dynamics of performance assessment in robot-assisted laparoscopic training

The United States Army Aeromedical Research Laboratory Multi-Attribute Task Battery

A systematic narrative review of the involvement of executive functions in flying performance of pilots

Self-perceptual blindness to mental fatigue in mining workers

Self-control enhances vigilance performance in temporally irregular tasks: an fNIRS frontoparietal investigation

Editorial: Stress and the brain: advances in neurophysiological measures for mental stress detection and reduction

Visuo-haptic prediction errors: a multimodal dataset (EEG, motion) in BIDS format indexing mismatches in haptic interaction

Pretraining alpha rhythm enhancement by neurofeedback facilitates short-term perceptual learning and improves visual acuity by facilitated consolidation

Editorial: Affective computing and mental workload assessment to enhance human-machine interaction

Hybrid framework of fatigue: connecting motivational control and computational moderators to gamma oscillations