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Schubert, Michael: Brain network dynamics in goal-directed motor precision tasks in laboratory and real-world settings. 2015
Content
1 Introduction
2 Sensorimotor control and goal-directed movements
2.1 A model of sensorimotor control
2.2 Neuroanatomy in sensorimotor control
2.3 The sequential processing of goal-directed movements
2.4 Brain network dynamics in sensorimotor control
3 Measuring network dynamics in sensorimotor control
3.1 Choice of method
3.2 Electroencephalography - a brief overview
3.3 From channel to source space by ICA
3.3.1 The principle of ICA
3.3.2 Application to the EEG
3.3.3 Source localization of equivalent single dipoles
3.3.4 Component identification
3.3.5 Component clustering
3.4 Brain activity measures
3.5 Brain connectivity measures
3.5.1 Structural connectivity
3.5.2 Functional connectivity
3.5.3 Effective connectivity
3.5.4 Estimating effective connectivity - Application to the EEG
4 Applying brain network measures in sports and exercise
4.1 Methodological challenges
4.1.1 Challenges in data acquisition
4.1.2 Suitable movements
4.2 Current state of research
4.2.1 Measures of brain dynamics in motor precision tasks in controlled settings
4.2.2 Measures of complex movements in real-world settings
4.3 Summary and Research Deficit
5 Research strategy and specific aims
6 Methods
6.1 Force pulse study
6.1.1 Subject characteristics
6.1.2 Task setup
6.1.3 Task procedure
6.1.4 Data acquisition and event processing
6.2 Golf putt study
6.2.1 Subject characteristics
6.2.2 Task setup
6.2.3 Task procedure
6.2.4 Data acquisition and event processing
6.3 Signal processing
6.3.1 ICA and ERSP specific processing
6.3.2 Effective connectivity and ERC specific processing
6.4 Statistical procedures
6.4.1 Task performance and psychometric measures
6.4.2 EEG data
7 Results
7.1 Force pulse study
7.1.1 Precondition measures
7.1.2 Network localization
7.1.3 Network activity
7.1.4 Network connectivity
7.2 Golf putt study
7.2.1 Precondition measures
7.2.2 Network localization
7.2.3 Network activity
7.3 Summary
8 Discussion
8.1 Force pulse study
8.1.1 Precondition measures
8.1.2 Network localization
8.1.3 Network activity
8.1.4 Network connectivity
8.1.5 Limitations
8.1.6 Concluding the specific aims
8.2 Golf putt study
8.2.1 Precondition measures
8.2.2 Network localization
8.2.3 Network activity
8.2.4 Limitations
8.2.5 Concluding the specific aims
9 Conclusion
10 Prospects
10.1 Methodological future work
10.2 Towards the application of effective connectivity measures in sports and exercise
References
Appendix
A Major axes of the CNS
B Model validation and connectivity estimation
B.1 Force pulse study: Model validation results
B.2 Force pulse study: Additional ERC results force pulse study
C Questionnaires
C.1 Anthropometric forms
C.2 The Edinburgh-Inventory - German translation
C.3 The strait anxiety test X1 (STAI-X1)
C.4 Visual Analogue Scale
D Spec sheets
D.1 Force transducer - Soemer - Load cell 1022
D.2 Force transducer - Soemer - digitizing unit LDU 68.1
D.3 Accelerometer - Analog Devices - ADXL330
D.4 EEG amplifier - Neuroscan - Synamps RT
D.5 Channel locations - Neuroscan - QuickCap64
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