Monitoring task loading with multivariate EEG measures during complex forms of human-computer interaction

Human Factors

Volumn 43, Issue 3, 2001, Pages 366-380

  Smith, Michael E ^a   Gevins, Alan ^a   Brown, Halle ^a   Karnik, Arati ^a   Du, Robert ^a  

^a SAM Technology   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER SIMULATION; ELECTROENCEPHALOGRAPHY; HUMAN COMPUTER INTERACTION; MONITORING;

TASK LOADING;

HUMAN ENGINEERING;

ADULT; ALPHA RHYTHM; ARTICLE; COMPUTER SIMULATION; ELECTROENCEPHALOGRAM; FEMALE; FLIGHT; HUMAN; HUMAN EXPERIMENT; MALE; MAN MACHINE INTERACTION; MULTIVARIATE ANALYSIS; NORMAL HUMAN; TASK PERFORMANCE; THETA RHYTHM;

EID: 0035714147     PISSN: 00187208     EISSN: None     Source Type: Journal    
DOI: 10.1518/001872001775898287     Document Type: Article

References (55)

1. Neural systems engaged by planning: A PET study of the Tower of London task
2. Lateral coherence of the electroencephalogram: A new measure of brain synchrony
3. A resource model of the neural basis of executive working memory
4. Psychophysiology and adaptive information
5. Working memory and executive function: Evidence from neuroimaging
6. The physiological interpretation of amplitude histograms of the EEG
7. Electrophysiological, behavioral, and subjective indexes of workload when performing multiple tasks: Manipulations of task difficulty and training
8. A parametric manipulation of central executive functioning
9. Detecting transient cognitive impairment with EEG pattern recognition methods
10. Neurophysiological measures of working memory and individual differences in cognitive ability and cognitive style
11. Monitoring working memory load during computer-based tasks with EEG pattern recognition methods
12. High-resolution EEG mapping of cortical activation related to working memory: Effects of task difficulty, type of processing, and practice
13. A critical review of electroencephalographic EEG correlates of higher cortical functions
14. EEG patterns during "cognitive" tasks: II. Analysis of controlled tasks
15. EEG patterns during "cognitive" tasks: I. Methodology and analysis of complex behaviors
16. Comparison of the effect of hard and easy mental arithmetic upon blocking of the occipital alpha rhythm
17. Different difficulty manipulations interact differently with task emphasis: Evidence for multiple resources
18. Topographical changes in the ongoing EEG related to the difficulty of mental tasks
19. Development of NASA-TLX (Task Load Index): Results of experimental and theoretical research
20. Toward a psychophysiological assessment of dynamic changes in mental workload
21. Potential flow of frontal midline theta activity during a mental task in the human electroencephalogram
22. Medial prefrontal cortex generates frontal midline theta rhythm
23. Alpha frequency, cognitive load, and memory performance
24. Relations between PET-derived measures of thalamic glucose metabolism and EEG alpha power
25. Neural mechanisms underlying brain waves: From neural membranes to networks
26. The cortical alpha rhythm in dog: The depth and surface profile of phase
27. Relative contributions of intracortical and thalamocortical processes in the generation of alpha rhythms, revealed by partial coherence analysis
28. Brain slow potential and ERP changes associated with operator load in a visual tracking task
29. Long-term observation on Fm-theta during mental effort
30. Monitoring an automated system for a single failure: Vigilance and task complexity effects
31. Definitions and prospective guidelines for the application of automation
32. Human EEG, behavioral stillness and biofeedback
33. Psychometric properties of subjective workload measurement techniques: Implications for their use in the assessment of perceived mental workload
34. Event-related brain potentials and human factors research
35. Performance consequences of automation-induced "complacency"
36. Effects of adaptive task allocation on monitoring of automated systems
37. A model for types and levels of human interaction with automation
38. Regional differences in the effects of task difficulty and motor output on blood flow response in the human anterior cingulate cortex: A review of 107 PET activation studies
39. Mental effort-related EEG modulation during video-game play: Comparison between juvenile subjects with epilepsy and normal control subjects
40. Functional topography during a visuoverbal judgment task studied with event-related desynchronization mapping
41. The attentional system of the human brain
42. Attentional mechanisms and conscious experience
43. Neural networks for generation and suppression of alpha rhythm: A PET study
44. Neurophysiological indices of strategy development and skill acquisition
45. Multiband topographic analysis of a simulated visuomotor aviation task
46. Processing resources and attention
47. Topographic EEG study of visual display terminal VDT performance with special reference to frontal midline theta waves