英文文摘
List of Figures
List of Tables
List of Acronyms and Variables
Acknowledgments
1 Chapter l Introduction
1.1 Two theories of brain functioning
1.1.1 Choices of localizationists to process brain activity
1.1.2 Choices of globalists to process brain activity
1.2 Stability,instability,and metastability to explain brain functioning
1.2.1 Spatial-temporal patterns at mesoscopic scales
1.3 0bjectives and overview of the dissertation
2 Chapter 2 Studies of Brain Activity at Mesoscopic Scales
2.1 Applying the Hilbert Transform
2.1.1 Studding the Amplitude Modulation patterns
2.1.2 Studding the Phase Modulation patterns
2.2 Cone fitting method to detect frames
2.3 Improved method
2.3.1 Line fitting to estimated instantaneous grasienl
2.3.2 Using covariance to detect flames
2.4 Comparing cone fitting and improved method
2.5 An application in ECoG recording
2.5.1 ECoG recording
2.5.2 Signal selection and processing
2.5.3 Results and discussion
2.6 Summary
3 Chapter 3 Studies of Brain Activity at Macroscopic Scales
3.1 Data description
3.2 Data processing
3.2.1 Detecting stable frames
3.2.2 Estimating instantaneous frequency and gradient
3.3 AM patterns
3.3.1 Classification process
3.4 Results
3.5 Summary
4 Chapter 4 Studies in an EEG Database During a Perceptual-Cognitive Task
4.1 Experimental design and signal processing
4.1.1 Location of the AM patterns
4.1.2 Analyzing the patterns spatial distribution
4.2 Results
4.2.1 Study in phase resetting rate
4.2.2 Frames location and classification
4.2.3 Contribution of the electrodes to the spatial patterns
4.3 Discussion and Summary
5 Chapter 5 Conclusions
5.1 Innovations and future works
References
Appendix A List of Papers
Appendix B Representative Papers
Detecting stable phase structures in EEG signals to classify brain ativity amplitude patterns