| 摘要 | 第3-4页 |
| Abstract | 第4-5页 |
| Contents | 第6-9页 |
| Chapter 1 Introduction | 第9-14页 |
| 1.1 Neural encoding and decoding | 第9-10页 |
| 1.2 Acupuncture | 第10-11页 |
| 1.3 Characterizing signals through complex network approach | 第11页 |
| 1.4 Synchronization of neural network in external stimulus | 第11-12页 |
| 1.5 Structure of this dissertation | 第12-14页 |
| Chapter 2 Design of acupuncture experiment and sorting of sig-nals | 第14-18页 |
| 2.1 Design of acupuncture experiment | 第14页 |
| 2.2 Spike detection and sorting | 第14-17页 |
| 2.3 Conclusion | 第17-18页 |
| Chapter 3 Spatiotemporal encoding analysis of information in acupunc-ture | 第18-28页 |
| 3.1 Spatiotemporal encoding analysis of signals evoked by diferent acupuncture manipulations | 第18-19页 |
| 3.2 Encoding analysis of signals evoked by acupuncture with diferent frequencies | 第19-24页 |
| 3.3 Characterizing acupuncture signals in all sessions | 第24-27页 |
| 3.3.1 Rate encoding analysis | 第24-25页 |
| 3.3.2 Coefcients of heterogeneity in encoding | 第25-27页 |
| 3.4 Conclusions | 第27-28页 |
| Chapter 4 Decoding acupuncture electrical signals in spinal dorsal root ganglion | 第28-33页 |
| 4.1 Predicting types of MA by decoding algorithm | 第28-31页 |
| 4.2 Information analysis | 第31页 |
| 4.3 Time dependence of decoding | 第31页 |
| 4.4 Conclusion | 第31-33页 |
| Chapter 5 Characterizing electrical signals evoked by acupuncture through Complex Network Approach | 第33-43页 |
| 5.1 Introduction of complex network approach | 第33-37页 |
| 5.2 Analysis of acupuncture signals in complex network approach | 第37-40页 |
| 5.3 Comparison between complex network approach and nonlinear analysis | 第40-41页 |
| 5.4 Conclusion | 第41-43页 |
| Chapter 6 Spiking regularity in a feedforward network | 第43-48页 |
| 6.1 Description of a feedforward network | 第43-45页 |
| 6.2 Propagation of spiking rate and regularity in balanced feedforward network | 第45-47页 |
| 6.3 Conclusion | 第47-48页 |
| Chapter 7 Synchronization of Fitzhugh-Nagumo neural network in external stimuli | 第48-62页 |
| 7.1 The nonlinear cable model of individual neuron | 第48-49页 |
| 7.2 Criterions for complete synchronization of linearly coupled net-work in external stimulation | 第49-57页 |
| 7.3 Synchronization of heterogeneous network in external stimuli | 第57-60页 |
| 7.4 Conclusion | 第60-62页 |
| Chapter 8 Conclusion and future work | 第62-64页 |
| 8.1 Conlusion | 第62-63页 |
| 8.2 Future work | 第63-64页 |
| Bibliography | 第64-70页 |
| Published papers and reseach projects | 第70-71页 |
| Acknowledgement | 第71页 |
