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Ayaz, Hasan and Dehais, Frédéric Neuroergonomics: the brain at work and in everyday life. (2019) Elsevier. ISBN 9780128119266
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Neuroergonomics
The Brain at Work and in Everyday Life
Edited by
Hasan Ayaz
Drexel University, Philadelphia, PA, United States
Frédéric Dehais
Academic Press is an imprint of Elsevier
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Notices
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Dedication
This book is dedicated to Professor Raja Parasuraman who unexpectedly passed
on March 22, 2015. Raja Parasuraman’s pioneering work led to the emergence
of Neuroergonomics as a new scientific field. He made significant contributions
to a number of disciplines from human factors to cognitive neuroscience. His
early work included important contributions to topics such as vigilance and
human interaction with automated systems. He later consolidated his interests
in human factors and cognitive neuroscience to develop a new discipline called
Neuroergonomics, which he defined as the study of the brain and behavior at
work.
His advice to young researchers was to be passionate in order to develop
theory and knowledge that can guide the design of technologies and
environments for people. His legacy, the field of Neuroergonomics, will live
on in countless faculties and students whom he advised and inspired with
unmatched humility throughout the span of his distinguished career. Raja
Parasuraman was an impressive human being, a very kind person, and an
absolutely inspiring individual who will be remembered by everyone who had
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vii
Contents
List of Contributors xxi
Section I
Introduction
1. Progress and Direction in Neuroergonomics
Frédéric Dehais and Hasan Ayaz
Introduction 3 Understanding the Brain in Everyday Activities 3
Adapting Interaction 4 Augmenting Cognition 5
Conclusion and Future Challenges 5
Book Organization 5
References 6
Section II
Methods
2. The Use of Electroencephalography in
Neuroergonomics
Klaus Gramann and Markus Plank
Introduction 11
Physiological Foundation of the EEG 11
EEG Amplifiers 12 EEG Sensors 12
Signal Processing 13
Data Analysis in the Time Domain—Event- Related Potentials 13 Data Analysis in the Frequency Domain—
Spectral Variations 13
Applications 14 Summary 14 References 15
3. The Use of Functional Near-Infrared Spectroscopy in Neuroergonomics
Hasan Ayaz, Meltem Izzetoglu, Kurtulus Izzetoglu and Banu Onaral
Introduction 17 Measure 17
Physiological and Physical Principles 17
Processing 18 Motion Artifacts 18 Superficial Layers 19 Physiological Signals 19 Analyze 19 Applications 20
Aerospace: Cognitive Workload Assessment of Air Traffic Controllers 20 Aerospace: Expertise Development With
Piloting Tasks 21 Healthcare: Cognitive Aging 21
Conclusion 22 References 22
4. Why is Eye Tracking an Essential Part of Neuroergonomics?
Vsevolod Peysakhovich, Frédéric Dehais and Andrew T. Duchowski
Eye Movements 27
Pupil Diameter 28
Eye–Computer Interface 28
References 29
5. The Use of tDCS and rTMS
Methods in Neuroergonomics
Daniel Callan and Stephane Perrey
Introduction 31
TMS Principles 31
tDCS Principles 32
Conclusion 33 References 33
viii Contents
6. Transcranial Doppler Sonography
in Neuroergonomics
Tyler H. Shaw, Amanda E. Harwood, Kelly Satterfield and Victor S. Finomore
TCD Instrumentation and Application 35
TCD and Task Characteristics 36
TCD and Supervisory Control 36
TCD and Operator Characteristics 37
TCD and the Effects of Operator Experience 38 TCD and the Effects of Cognitive Aging 38
Conclusion 39 References 40
Further Reading 41
7. Brain–Computer Interface
Contributions to Neuroergonomics
Fabien Lotte and Raphaëlle N. Roy
Introduction 43 Signal Processing 44 Preprocessing 44 Feature Extraction 44 Classification 45 Adaptation 45 Contributions to Neuroergonomics 45 Mental States 45 Offline Use: Evaluation 46 Online Use: Adaptation 46
Perspectives 46 References 46
8. Neuroergonomics of Simulators and
Behavioral Research Methods
Carryl L. Baldwin
Overview 49
Simulations and Neuroergonomics 49
Advantages 49 Challenges 49 Important Issues 50 Transfer of Training 50 Fidelity 50 Validity 50 Generalizability 50 Part Task 51 Whole Task 51 Simulator Sickness 51 Adaptation Period 52
Behavioral Research Methods 52
Baseline Performance 52 Control Conditions 52
Conclusion 52 References 53
9. Neuroergonomics for Aviation
Daniel E. Callan and Frédéric Dehais
Introduction 55
Challenges 55
Electro-Encephalography 56
Functional Near Infra Red Spectroscopy 56
Brain Computer Interface and Neuro-Adaptive Technology 57
Neurostimulation 57 Conclusion 57 References 57
10. MoBI—Mobile Brain/Body Imaging
Evelyn Jungnickel, Lukas Gehrke, Marius Klug and Klaus Gramann
Introduction 59
Physiological Principles 59
Instrumentation 60
Signal Processing and Analysis Approaches 60
Applications 61 References 62
11. Experiments With Participants: Some Ethical Considerations
Catherine Tessier and Vincent Bonnemains
Introduction 65
Who Is Involved in the Experiment? 65
The Investigator 65 The Participants 65
Information Given to the Participants 66
Can the Criteria Really Be Satisfied? 66 To What Extent Is the Participant Informed? 66 Potential Benefits and Risks 66 Incidental Findings 67
Data 67
Which Data Is Really Necessary? 67 Personal Data 67 Anonymization and Pseudonymization 67 Data Storage and Access 68
Toward Experiment Results Publication 68
Approval by an Ethics Committee 68 Conflicts of Interest 68 More Scientific Integrity Issues 69
Conclusion 69 Acknowledgments 69 References 69
Contents ix
Section III
Neuroadaptive Interfaces and
Operator Assessment
12. Neural Efficiency and Mental Workload: Locating the Red Line
Stephen Fairclough, Kate Ewing, Christopher Burns and Ute Kreplin
Introduction 73 Neural Efficiency 73 Study One 74 Study Two 75 Summary 76 References 76
13. Drowsiness Detection During a Driving Task Using fNIRS
Rayyan A. Khan, Noman Naseer and Muhammad J. Khan
Introduction 79
Literature Review 80
Methods 80
Support Vector Machine 81 Linear Discriminant Analysis 82
Results 82 Discussion 82 Conclusion 84 References 84
Further Reading 85
14. Neural Oscillation Dynamics of Emerging Interest in Neuroergonomics
Robert J. Gougelet
Neuroergonomists Should Know About
Neural Oscillations 87
Neural Oscillation Dynamics of Emerging
Interest 87
Amplitude, Frequency, and Phase
Modulation of Neural Oscillations 87 Amplitude, Frequency, and Phase
Coupling of Neural Oscillations 89 Waveform Shape and Neural Noise 89
Leveraging Neural Oscillations in
Neuroergonomics 89 References 90
15. Is Mindfulness Helping the Brain to Drive? Insights From Behavioral Data and Future Directions for Research
Emanuelle Reynaud and Jordan Navarro
Introduction 93
MMP and Driving 93
Method 93 Results 94 Discussion 95
MMP and the Driving Brain 95
Rationale 95 Method 96 Results 96 Discussion 96
General Discussion and Conclusion 97
References 97
16. Tracking Mental Workload by
Multimodal Measurements in the Operating Room
Ahmet Omurtag, Raphaëlle N. Roy, Frédéric Dehais, Luc Chatty and Marc Garbey
Introduction 99 Methods 100 Results 101 Discussion 102 Conclusion 102 References 102
17. Toward Brain-Based Interaction Between Humans and Technology: Does Age Matter?
Mathias Vukelić, Kathrin Pollmann and
Matthias Peissner
Introduction 105 Methods 105
Participants 105 Experimental Procedure and Data Recording 105 EEG Data Analysis 106
Results 106 Subjective Ratings 106 Event-Related Potentials 106 Discussion 107 Acknowledgments 108 References 108
x Contents
18. Mobile Neuroergonomics: Action,
Interfaces, Cognitive Load, and Selective Attention
Ryan McKendrick
Action, Environment, and the Brain 111
Action, Technology, and the Brain 113
Neuroergonomics and Selective Attention 115 Conclusion 115 References 116
19. Computational Models for
Near-Real-Time Performance Predictions Based on Physiological Measures of Workload
Matthias D. Ziegler, Bartlett A. Russell, Amanda E. Kraft, Michael Krein, Jon Russo and William D. Casebeer
Introduction 117 Methods 118 Participants 118 Task Design 118 Results 119 Discussion 120 Acknowledgments 120 References 120
20. EEG-Based Mental Workload
Assessment During Real Driving: A Taxonomic Tool for Neuroergonomics in Highly Automated Environments
Gianluca Di Flumeri, Gianluca Borghini, Pietro Aricò, Nicolina Sciaraffa, Paola Lanzi, Simone Pozzi, Valeria Vignali, Claudio Lantieri, Arianna Bichicchi, Andrea Simone and Fabio Babiloni
Introduction 121
Material and Methods 122
Experimental Protocol 122 EEG Recording and Processing 123 Eye Tracking Recording and Processing 123 Performed Data Analysis 123
Results 124 Discussion 125 Conclusions 125 Acknowledgments 125 References 125
21. Preliminary Validation of an Adaptive Tactical Training Model: Cognitive Alignment With Performance-Targeted Training Intervention Model
Quinn Kennedy, Travis Carlson and Lee Sciarini Introduction 127 Methods 128 CAPTTIM Classification 129 Results 129 Discussion 130 Acknowledgments 131 References 131 Further Reading 131
22. Neural Efficiency Metrics in Neuroergonomics: Theory and Applications
Adrian Curtin and Hasan Ayaz
Introduction 133 Measuring Neural Correlates of Cognitive
Load: Electroencephalography 134
Measuring Neural Correlates of Cognitive Load: Functional Near-Infrared
Spectroscopy 135 Calculating and Employing Measures of
Neural Efficiency 136
Discussion: Application, Challenges, and
Limitations 137 Conclusion 138 References 138
Section IV
Neurostimulation Applications
23. Neuromodulatory Effects of Transcranial Direct CurrentStimulation Revealed by Functional Magnetic Resonance Imaging
Brian Falcone and Daniel E. Callan
Contents xi
24. Neurophysiological Correlates of tDCS-Induced Modulation of Cortical Sensorimotor Networks: A Simultaneous fNIRS–EEG Study
Makii Muthalib, Pierre Besson, Anirban Dutta, Mitsuhiro Hayashibe and Stephane Perrey
Introduction 147 Methods 148
Design and Protocol 148 tDCS 148 fNIRS 149 EEG 149 fNIRS and EEG Analysis 149
Results 149 Discussion 149 Conclusion 150 Acknowledgments 150 References 150
25. Opinion: The Use of Online/Offline Terminology for Transcranial Direct Current Stimulation Can Bring Confusion
Pierre Besson, Vincent Cabibel, Mark Muthalib and Stephane Perrey
Acknowledgments 154 References 154
Section V
Emerging Applications in
Decision-Making, Usability, Trust & Emotions
26. Neural Signatures of Advice Utilization During Human–Machine Agent
Interactions: Functional Magnetic Resonance Imaging and Effective Connectivity Evidence
Kimberly Goodyear and Frank Krueger
Introduction 159 Background 159 Empirical Evidence 160 Summary 162 Acknowledgments 163 References 163
27. Psychophysical Equivalence of Static Versus Dynamic Stimuli in a Two-Alternative Forced-Choice Detection Task Gabriella M. Hancock Introduction 165 Methods 165 Results 166 Discussion 166 References 168
28. Functional Near-Infrared Spectroscopy: Proof of Concept for Its Application in Social Neuroscience
Stefano I. Di Domenico, Achala H. Rodrigo, Mengxi Dong, Marc A. Fournier, Hasan Ayaz, Richard M. Ryan and Anthony C. Ruocco A Brief Introduction to fNIRS and Its
Potential for Social Neuroscience 169
The Current Study 170
Method 170
Participants 170 Personality Judgment Task 170 fNIRS Procedures and Signal Processing 170
Results 172 Discussion 172 References 172
29. Quantifying Brain Hemodynamics
During Neuromuscular Fatigue
Joohyun Rhee and Ranjana K. Mehta
Introduction 175 Methods 175 Participants 175 Procedures 175 Measurements 176 NIRS Analyses 176 Data Presentation 178
Results and Discussion 179
References 180
30. Web Usability Testing With Concurrent fNIRS and Eye Tracking
Siddharth Bhatt, Atahan Agrali, Kevin McCarthy, Rajneesh Suri and Hasan Ayaz
Introduction 181 Methods 182 Results 182
xii Contents Survey Measures 182 Behavioral Measures 182 Eye-Tracking Measures 182 Neural Measures 184 Conclusion 184 References 185 Further Reading 186
31. Hybrid Collaborative Brain–Computer
Interfaces to Augment Group Decision-Making
Davide Valeriani, Caterina Cinel and Riccardo Poli Introduction 187 Methods 187
Participants 187 Experiments 188 Data Recording and Group Decisions 188
Results 189 Individual Performance 189 Group Performance 189 Conclusions 189 Acknowledgments 190 References 190
32. How to Recognize Emotions Without
Signal Processing: An Application of Convolutional Neural Network to Physiological Signals
Nicolas Martin, Jean-Marc Diverrez, Sonia Em, Nico Pallamin and Martin Ragot
Introduction 191
Emotion Recognition 191 Deep Learning Algorithms 191 Deep Learning Applied to Physiological
Signals 192
Current Study 192
Method 192 Results 193
Discussion and Conclusion 193
Futures Work 193
Acknowledgments 193 References 193
Section VI
Entries From the Inaugural International
Neuroergonomics Conference
33. Technical Manifestations of the Everted Brain: The Impact and Legacy of Raja Parasuraman
Peter A. Hancock
34. Can We Trust Autonomous Systems?
Peter A. Hancock, Kimberly L. Stowers and Theresa T. Kessler
Aim 199 Methods 199 Results 199 Conclusions 199
35. Learning and Modulating Spatial Probabilities in Virtual Environments
Amy L. Holloway, Peter Chapman and Alastair D. Smith
Background 201 Aims 201 Methods 201
Results and Conclusions 201
Study 1 201 Study 2 201 Study 3 202
36. Physiological Markers for UAV Operator Monitoring
Raphaëlle N. Roy, Thibault Gateau, Angela Bovo, Frédéric Dehais and Caroline P.C. Chanel
Aims of This Chapter 203
Methods 203 Results 203 Conclusions 204 References 204
37. Estimating Cognitive Workload Levels While Driving Using Functional Near-Infrared Spectroscopy (fNIRS)
Anirudh Unni, Klas Ihme, Meike Jipp and Jochem W. Rieger
Introduction and Aim 205
Methods 205 Results 205
Contents xiii
Discussion and Conclusion 205
Acknowledgments 206 References 206
38. Auditory Neglect in the Cockpit: Using ERPs to Disentangle Early From Late Processes in the Inattentional Deafness Phenomenon
Sébastien Scannella, Raphaëlle N. Roy, Amine Laouar and Frédéric Dehais
Introduction and Aims 207
Methods 207 Results 207
Discussion and Conclusion 207
References 208
39. Immediate Effects of Ankle Foot Orthosis During Gait Initiation: Impaired Balance Control and Change in Ankle Electromyographic Activity
Arnaud Delafontaine, Jean-Louis Honeine, Manh-Cuong Do and Olivier Gagey
Aims 209 Methods 209 Results 209 Conclusions 209 References 209
40. Toward a Better Understanding of Human Prioritization. A Dual-Task Study
Benoît Valéry, Nadine Matton, Sébastien Scannella and Frédéric Dehais
Objective 211 Background 211 Methods 211 Results 211 Conclusions 211 Fundings 211 References 212
41. Assessing Working Memory Load
in Real Flight Condition With Wireless fNIRS
Frédéric Dehais, Hasan Ayaz and Thibault Gateau
Introduction and Aims 213
Methods 213 Results 213
Conclusion 213 References 214
42. Assessing Driver Frustration Using Functional Near-Infrared Spectroscopy (fNIRS)
Klas Ihme, Anirudh Unni, Jochem W. Rieger and Meike Jipp
Introduction and Aim 215
Methods 215 Results 215
Discussion and Conclusion 215
Acknowledgments 216 Reference 216
43. The Spatial Release of Cognitive Load in Multi-Talker Situation
Guillaume Andéol, Clara Suied, Sébastien Scannella and Frédéric Dehais
Acknowledgments 217 References 217
44. Decreased Intra-Hemispheric Prefrontal
Connectivity and Impaired Performance After Induction of Cognitive Fatigue During a State of Sleep Deprivation. An Optical Imaging Study
Guillermo Borragán, Céline Guillaume, Hichem Slama, Carlos Guerrero-Mosquera and Philippe Peigneux
References 219
45. Bright Light Exposure Does Not Prevent the Deterioration of Alertness Induced by Sustained High Cognitive Load Demands
Guillermo Borragán, Gaétane Deliens, Philippe Peigneux and Rachel Leproult
Theoretical Framework and Study Goal 221
Methods 221 Results 221
xiv Contents
46. A Psychophysiology-Based Driver Model for the Design of Driving Assistance Systems
Franck Mars and Philippe Chevrel
Aims 223 Methods 223 Results 223 Conclusions 223
47. Effect of Postural Chain Mobility on Body Balance and Motor Performance Alain Hamaoui Aims 225 Methods 225 Results 225 Conclusions 225 References 225
48. Effect of Seat and Backrest Sloping on the Biomechanical Strain Sustained by the Body
Nadège Tebbache and Alain Hamaoui
Aims 227 Methods 227 Results 227 Conclusions 227 References 227
49. Effect of Human Exposure to Whole-Body Vibration in Transport
Hiba Souissi and Alain Hamaoui
Aims 229 Methods 229 Results 229 Conclusion 229 References 229
50. Electroencephalography (EEG) Activity Associated With Manual Lifting Tasks: A Neuroergonomics Study
Awad Aljuaid, Waldemar Karwowski, Petros Xanthopoulos and Peter A. Hancock
51. Anticipatory Postural Control of Stability During Gait Initiation Over Obstacles of Different Height and Distance
Under Reaction-Time and Self-Initiated Instructions
Eric Yiou, Romain Artico, Claudine Teyssedre, Ombeline Labaune and Paul Fourcade
Aims 233 Methods 233 Results 233 Conclusions 234 References 234
52. Effect of Age on Behavioral Performance and Metabolic Brain Activity During Dual-Task
Nounagnon F. Agbangla, Michel Audiffren, Jean Pylouster and Cédric T. Albinet
Aim and Methods 235
Results 235
Single Task 235 Dual-Task 235
Discussion and Conclusion 235
References 236
53. Using Machine Learning Algorithms to Develop Adaptive Man–Machine Interfaces
Dargent Lauren, Branthomme Arnaud, Kou Paul, Girod Hervé and Morellec Olivier
Context 237 Aim 237 Method 237 Expected Results 237 Conclusion 238 References 238
54. Link Between Out-of-the-Loop
Performance Problem and Mind Wandering: How to Keep the Operator in the Loop
Jonas Gouraud, Bruno Berberian and Arnaud Delorme
Contents xv
55. Applied Neuroergonomic: Recent
Updates From Automotive Industry Case Studies
Ivan Macuzic, Evanthia Giagloglou,
Ivana Živanovic-Macuzic and Branislav Jeremic Aims 241 Methods 241
Results and Conclusions 241
Acknowledgments 241
Further Reading 241
56. Multi-Brain Computing: BCI Monitoring and Real-Time Decision Making
Anton Nijholt
References 243
57. Toward Mental Workload
Measurement Using Multimodal EEG–fNIRS Monitoring
Hubert Banville, Mark Parent, Sébastien Tremblay and Tiago H. Falk
Aims 245 Methods 245 Results 245 Conclusion 245 Acknowledgments 245 References 246
58. The Effects of Transcranial Direct Current Stimulation (tDCS) on Adapting to Temporal Lag in Virtual Environments
Hayley Thair and Roger Newport
Aims 247 Methods 247 Results 247 Conclusions 247 References 247
59. Why Do Auditory Warnings During
Steering Allow for Faster Visual Target Recognition?
Christiane Glatz, Heinrich H. Bülthoff and Lewis L. Chuang
Introduction and Aim 249
Methods 249
Results 250
Discussion and Conclusion 250
Reference 250
60. Attending to the Auditory Scene Improves Situational Awareness
Menja Scheer, Heinrich H. Bülthoff and Lewis L. Chuang Aim 251 Methods 251 Results 251 Conclusion 251 References 252
61. Individual Differences and Detection Response Task Reaction Times
Antonia S. Conti, Moritz Späth and Klaus Bengler Aims 253 Methods 253 Results 253 Conclusions 254 References 254
62. Cognitive Components of Path
Integration: Implications for Simulator Studies of Human Navigation
Alastair D. Smith and Lydia Dyer
Aims 255 Method 255 Results 255 Conclusions 255
63. Vector-Based Phase Analysis Approach for Initial Dip Detection Using HbO and HbR
Amad Zafar, Keum-Shik Hong and Muhammad J. Khan Introduction 257 Aims 257 Methods 257 Results 257 Conclusions 258 Acknowledgments 258 References 258
xvi Contents
64. Subjective and Objective Methods to Continuously Monitor Workload
Horia A Maior, Sarah Sharples and Max L. Wilson References 260
Further Reading 260
65. Decision Making and Executive
Functioning in Aortic Valve Resection: About the Design of an Ergonomic Aortic Valve Resection Tool
René Patesson and Eric Brangier
Reference 262
Further Reading 262
66. Short-Duration Affective States Induced by Emotional Words Improve Response Inhibition: An Event-Related Potential Study
Magdalena Senderecka, Michal Ociepka, Magdalena Matyjek and Bartlomiej Kroczek
Aim 263 Method 263 Results 263 Conclusions 263 Acknowledgments 264 References 264
67. Predicting Audience Preferences for Television Advertisements Using Functional Brain Imaging
Atahan Agrali, Siddharth Bhatt, Rajnesh Suri, Kurtulus Izzetoglu, Banu Onaral and Hasan Ayaz
References 266
68. When Does the Brain Respond
to Information During Visual Scanning?
Nina Flad, Heinrich H. Bülthoff and Lewis L. Chuang Aims 267 Methods 267 Results 267 Conclusion 268 References 268
69. Brain–Computer Interface: Analysis of Different Virtual Keyboards for Improving Usability
Liliana Garcia, Véronique Lespinet-Najib, Mathilde Menoret, Bernard Claverie, Jean M. André and Ricardo Ron-Angevin
Acknowledgments 269 References 270
70. A Method for Prediction of
Behavioral Errors From Single-Trial Electrophysiological Data
Hiroki Ora and Yoshihiro Miyake
Aims 271 Methods 271 Results 271 Conclusion 271 Reference 271
71. Neuro-Functional Correlates of the Out-of-the-Loop Performance Problem: Impact on Performance Monitoring
Bertille Somon, Aurélie Campagne, Arnaud Delorme and Bruno Berberian
Acknowledgments 273 References 273
72. Recent Advances in EEG-Based
Neuroergonomics for Human– Computer Interaction
Jérémy Frey, Martin Hachet and Fabien Lotte References 275
73. Attention and Driving
Performance Modulations Due to Anger State: Contribution of Electroencephalographical Data
Franck Techer, Christophe Jallais, Yves Corson and Alexandra Fort
References 277
Contents xvii
74. Development of Intelligent Early Warning System for Hypoglycemia Attacks
Ali Berkol, Emre O. Tartan and Gozde Kara
Acknowledgments 279 References 279
75. Out-of-the-loop (OOL) Performance
Problem: Characterization and Compensation
Bruno Berberian
Acknowledgments 281
76. The Impact of Visual Scan Strategies on Active Surveillance Performance: An Eye-Tracking Study
Jean-Denis Thériault, Benoit Roberge-Vallières, Daniel Lafond, Sébastien Tremblay and François Vachon Aims 283 Methods 283 Results 283 Conclusions 284 Reference 284
77. Using Neural Correlates for Enhancing Customer Experience Through Effective Visual Price Placement
Rajneesh Suri, Nancy M. Puccinelli, Dhruv Grewal, Anne L. Roggeveen, Atahan Agrali, Hasan Ayaz, Kurtulus Izzetoglu and Banu Onaral
References 286
78. Human Decision-Making During
Crowd Evacuations: The Role of Stress, Conflicting Information, and Social Interactions
Nikolai W.F. Bode
References 287
79. Toward an Online Index of the Attentional Response to Auditory Alarms in the Cockpit: Is Pupillary Response Robust Enough?
Alexandre Marois, Johnathan Crépeau, Sébastien Tremblay and François Vachon
Aims 289 Methods 289 Results 289 Conclusions 289 References 290 80. Functional Neuroimaging of Prefrontal Cortex Activity During a Problem Solving Versus Motor Task in Children With and Without Autism
Nancy Getchell and Ling-Yin Liang
Aims 291 Method 291 Results 291 Conclusions 292
81. Differential Within and Between Effects on Prefrontal Hemodynamics of fNIRS Guided HD-tDCS
Ryan McKendrick, Melissa Scheldrup, Raja Parasuraman and Hasan Ayaz
82. Neuroergonomics In Situ:
Differentiation Between Naviation Displays
Ryan McKendrick, Raja Parasuraman, Rabia Murtza, Alice Formwalt, Wendy Baccus, Martin Paczynski and Hasan Ayaz
83. Embodied and Situated Cognitive Neuroscience
Ryan McKendrick, Ranjana Mehta, Hasan Ayaz, Melissa Scheldrup and Raja Parasuraman
xviii Contents
84. Workload Transition, Cognitive Load States, and Adaptive Autonomous Transportation
Ryan McKendrick
85. Towards Neuroadaptive Technology:
Implicitly Controlling a Cursor Though a Passive Brain–Computer Interface
Thorsten O. Zander, Lauens R. Krol and Klaus Gramann
86. A Random Practice Schedule Provides
Better Retention and Transfer Than Blocked When Learning Computer Mazes: Preliminary Results
Nancy Getchell, Alex Schilder, Emily Wusch and Amy Trask Aims 303 Method 303 Results 303 Conclusions 303 87. Detection of Mind-Wandering in
Driving: Contributions of Cardiac Measurement and Eye Movements
G. Pepin, S. Malin, J. Navarro, Alexandra Fort, Christophe Jallais and C. Gabaude
Acknowledgments 305 References 305
88. Electroencephalography and Eye
Tracking Signatures of Target Encoding During Guided Search
Anne-Marie Brouwer, Maarten A.J. Hogervorst, Bob Oudejans, Anthony J. Ries and
Jonathan Touryan Aims 307 Methods 307 Results 307 Conclusions 308 Acknowledgments 308 References 308
89. Effects of an Acute Social Stressor on Trustworthiness Judgements,
Physiological and Subjective Measures– Differences Between Civilians and Military Personnel
Martijn Bijlsma, Alexander Toet, Helma van den Berg and Anne-Marie Brouwer
Aims 309 Methods 309 Results 309 Conclusions 310 References 310
90. Meta-Cognitive Skills Modeling: Communication and Reasoning Among Agents
Laurent Chaudron, Hélio Kadogami, Nicolas Maille and Guillaume Roumy
Further Reading 311
91. Assessing Differences in Emotional Expressivity Between Expert and Non Expert Video Game Players Using Facial Electromyography
Marc-André Bouchard, Jérémy Bergeron-Boucher, Cindy Chamberland, Sébastien Tremblay and Philip L. Jackson Aim 313 Method 313 Results 313 Conclusion 314 References 314
92. Mental Fatigue Assessment in
Prolonged BCI Use Through EEG and fNIRS
Amanda Sargent, Terry Heiman-Patterson, Sara Feldman, Patricia A. Shewokis and Hasan Ayaz References 316
93. Neuroergonomic Multimodal Neuroimaging During a Simulated Aviation Pursuit Task
Robert J. Gougelet, Cengiz Terzibas and Daniel E. Callan
Aims 317 Methods 317
Results and Conclusions 317
Contents xix
94. The Use of Neurometric and Biometric
Research Methods in Understanding the User Experience of First-Time Buyers in E-Commerce
Tuna E. Çakar, Kerem Rızvanoğlu, Özgürol Öztürk
and Deniz Zengin Çelik
Aim 319 Method 319 Results 319 Conclusion 320 References 320
95. An Applied Driving Evaluation of Electrodermal Potential as a Measurement of Attentional State
Bruce Mehler, Ben D. Sawyer, Tom McWilliams and Bryan Reimer
References 321
96. Applied Potential: Neuroergonomic
Error Detection in Single Electrode Electroencephalography
Ben D. Sawyer, Waldemar Karwowski, Petros Xanthopoulos and Peter A. Hancock
References 324
97. Negative Mood States in Neuroergonomics
Ahmad Fadzil M. Hani, Ying Xing Feng and Tong Boon Tang
Supplementary (Research Framework) 326
References 326
98. EEG and FNIRS Connectivity Features
for Mental Workload Assessment: A Preliminary Study
Raphaëlle N. Roy, Alexandre Moly, Frédéric Dehais and Sébastien Scannella
Introduction 327 Aims 327 Methods 327 Results 327 Discussion 328 Reference 328
99. Using Cognitive Models to Understand
In-Car Distraction
Christian P. Janssen
Acknowledgments 329 References 329
100. Concurrent fNIRS and TMS for Neurocognitive Enhancement on a Speed-of-Processing Task
Adrian Curtin, Shanbao Tong, Yingying Tang, Junfeng Sun, Jijun Wang and Hasan Ayaz
References 332
Index 333
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