| Introduction | p. 1 |
| Goal | p. 1 |
| Physiological Motivation | p. 3 |
| Resetting Cerebral Rhythms | p. 3 |
| Deep Brain Stimulation | p. 5 |
| Stochastic Approach | p. 6 |
| Synergetics | p. 9 |
| Resetting an Ensemble of Oscillators | p. 11 |
| Introductory Remarks | p. 11 |
| Deterministic Models | p. 11 |
| Macroscopic Level | p. 12 |
| Cluster of Oscillators | p. 19 |
| Stochastic Model | p. 21 |
| Fokker-Planck Equation | p. 22 |
| Stationary Solution | p. 23 |
| Fourier Transformation | p. 24 |
| Spontaneous Behavior | p. 25 |
| Black Holes Without Noise | p. 26 |
| Ensemble Dynamics During Stimulation | p. 28 |
| Black Holes in the Presence of Noise | p. 28 |
| Stimulation Induced Frequency Shift | p. 37 |
| Stimulation Mechanism with Higher Harmonics | p. 39 |
| Firing Patterns | p. 46 |
| Summary and Discussion | p. 51 |
| Synchronization Patterns | p. 55 |
| Introductory Remarks | p. 55 |
| Pattern Recognition | p. 55 |
| Clustering | p. 57 |
| Populations of Neurons | p. 58 |
| Model Neuron | p. 59 |
| Neuronal Interactions | p. 60 |
| Populations of Phase Oscillators | p. 61 |
| Slaving Principle and Center Manifold | p. 64 |
| Center Manifold Theorem66 | |
| Strategy | p. 69 |
| n-Cluster States | p. 69 |
| Configuration of Cluster States | p. 69 |
| One Cluster | p. 71 |
| Two Clusters | p. 75 |
| Three Clusters | p. 77 |
| Four Clusters | p. 78 |
| Complexity of Synchronized States | p. 79 |
| Hierarchy of Frequency Levels | p. 79 |
| Phase and Frequency Shifts | p. 82 |
| Cluster Variables | p. 84 |
| Frozen States | p. 86 |
| Transient Behavior | p. 88 |
| Coupling Mechanism | p. 90 |
| Neural Coding | p. 93 |
| Information Compression | p. 93 |
| Coding by Clusters | p. 93 |
| Summary | p. 96 |
| Stochastic Model | p. 99 |
| Introductory Remarks | p. 99 |
| Derivation of the Model Equation | p. 100 |
| Fourier Transformation | p. 105 |
| Summary and Discussion | p. 106 |
| Clustering in the Presence of Noise | p. 107 |
| Introductory Remarks | p. 107 |
| Modelling Emerging Synchronization | p. 107 |
| Comparison with the Ensemble's Dynamics | p. 108 |
| Noisy Cluster States | p. 109 |
| Linear Problem | p. 110 |
| First-Mode Instability | p. 111 |
| Second-Mode Instability | p. 117 |
| Third-Mode Instability | p. 118 |
| Fourth-Mode Instability | p. 119 |
| Two-Mode Instability | p. 120 |
| Scaling of Noisy Cluster States | p. 127 |
| The Experimentalist's Inverse Problem | p. 130 |
| Travelling Waves | p. 130 |
| Firing Patterns | p. 132 |
| Neural Coding Revisited | p. 135 |
| Summary and Discussion | p. 137 |
| Single Pulse Stimulation | p. 145 |
| Introductory Remarks | p. 145 |
| How Stimulation Affects Order Parameters | p. 147 |
| Cluster Variables and Order Parameters | p. 148 |
| Uniform and Partial Desynchronization | p. 149 |
| Stimulating a One-Cluster State | p. 150 |
| Stimulating a Two-Cluster State | p. 159 |
| Transient Mode Excitation and Early Response | p. 163 |
| Excitation of Higher Order | p. 165 |
| Excitation of Lower Order | p. 169 |
| Couplings Determine Reaction to Stimulation | p. 172 |
| Rapid Recovery | p. 173 |
| Harmonic Early Response | p. 174 |
| Vulnerability and Recovery | p. 176 |
| Phase Errors Versus Duration Errors | p. 177 |
| Protective Effect of Couplings | p. 181 |
| Partial Desynchronization and Transient Phenomena | p. 183 |
| Black Hole and Recovery | p. 185 |
| Subcritical Long Pulses | p. 187 |
| Spiraling Towards the Desynchronized State | p. 189 |
| Excitation of Higher Order | p. 191 |
| Excitation of Lower Order | p. 195 |
| Summary and Discussion | p. 195 |
| Periodic Stimulation | p. 203 |
| Introductory Remarks | p. 203 |
| Smooth Periodic Stimulation | p. 204 |
| 1:1 Phase Locking | p. 205 |
| 1:2 Phase Locking | p. 207 |
| Changes of the Synchronization Pattern | p. 210 |
| Pulsatile Periodic Stimulation | p. 212 |
| Annihilation of Rhythms | p. 214 |
| Summary and Discussion | p. 215 |
| Data Analysis | p. 219 |
| Introductory Remarks | p. 219 |
| Phases and Amplitudes | p. 220 |
| Marker Events | p. 221 |
| Reconstruction of the Modes' Dynamics | p. 222 |
| Slaving Principle and Transients | p. 224 |
| Tracking Down the Black Holes | p. 225 |
| MEG and EEG Analysis | p. 226 |
| Triggered Averaging | p. 227 |
| Phase Dependent Triggered Averaging | p. 227 |
| Stimulus Locked n : m Transients | p. 229 |
| Stimulus Locked n : m Transients with Delay | p. 236 |
| Multiple Stimulus Locked n : m Transients | p. 238 |
| Detection of Multiple Stimulus Locked n : m Transients | p. 240 |
| Multiple Stimulus Locked n : m Transients with Delay | p. 242 |
| n : m Phase Synchronization | p. 244 |
| Self-Synchronization Versus Transients | p. 248 |
| The Flow of Synchronized Cerebral Activity | p. 249 |
| Inverse Problems | p. 250 |
| Summary and Discussion | p. 251 |
| Modelling Perspectives | p. 257 |
| Neural Oscillators | p. 257 |
| Time-Delayed Interactions | p. 258 |
| Anatomy of Interacting Clusters | p. 260 |
| Limit Cycle Oscillators | p. 260 |
| Chaotic Oscillators | p. 261 |
| Macroscopic Versus Microscopic | p. 262 |
| Neurological Perspectives | p. 265 |
| Therapeutic Stimulation Techniques | p. 265 |
| Parkinsonian Resting Tremor | p. 266 |
| Disease Mechanism | p. 266 |
| Stereotactic Treatment | p. 270 |
| Resetting the Tremor Rhythm | p. 272 |
| Epilogue | p. 275 |
| Natural Sensory Stimulation | p. 275 |
| Experimental Electrical and Magnetic Stimulation | p. 279 |
| Therapeutic Stimulation | p. 280 |
| Appendices | p. 283 |
| Numerical Analysis of the Partial Differential Equations | p. 285 |
| Phase and Frequency Shifts Occurring in Chap. 3 | p. 287 |
| Two Clusters | p. 287 |
| Three Clusters | p. 288 |
| Four Clusters | p. 288 |
| Single-Mode Instability | p. 291 |
| First-Mode Instability | p. 291 |
| Second-Mode Instability | p. 291 |
| Third-Mode Instability | p. 292 |
| Fourth-Mode Instability | p. 292 |
| Two-Mode Instability | p. 293 |
| Center Manifold | p. 293 |
| Order Parameter Equation | p. 293 |
| Linear Problem (Type I) | p. 294 |
| Linear Problem (Type II) | p. 294 |
| Singularities | p. 295 |
| References | p. 297 |
| Author Index | p. 321 |
| Subject Index | p. 325 |
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