Buch, Englisch, 329 Seiten, Paperback, Format (B × H): 155 mm x 235 mm, Gewicht: 522 g
Stochastic Modelling and Data Analysis
Buch, Englisch, 329 Seiten, Paperback, Format (B × H): 155 mm x 235 mm, Gewicht: 522 g
Reihe: Springer Series in Synergetics
ISBN: 978-3-540-38159-4
Verlag: Springer Berlin Heidelberg
Synchronization processes are of great interest and importance in biology, medicine and physics. In particular, for the comprehension of brain function ing it appears inevitable that one should analyze neuronal synchronization processes. This book presents a new understanding of how a stimulus in fluences synchronization patterns of a population of oscillators. On the one hand, a variety of stimulation-induced dynamical phenomena will be pre sented; on the other hand, new data analysis tools will be developed which will serve as a link between theory and experiment. In this way it will be possible to use the theory presented here as a basis for the design and evalu and ation of stimulation experiments and stimulation techniques in medicine biology. We shall focus particularly on applications concerning the analysis of magnetoencephalography (MEG) and electroencephalography (EEG) data as well as deep brain stimulation techniques used in Parkinsonian patients. This book addresses graduate students, professors and scientists in vari ous fields including biology, mathematics, medicine, neuroscience, physiology and physics. Besides mathematically involved parts, the book also provides the reader with numerous illustrations and explications of the deep dynamical principles governing stimulation-induced desynchronization and synchroniza tion processes. Therefore this book will be of interest to a general readership, and those who are not familiar with mathematics should not be deterred by the formulas.
Zielgruppe
Research
Autoren/Hrsg.
Fachgebiete
- Medizin | Veterinärmedizin Medizin | Public Health | Pharmazie | Zahnmedizin Klinische und Innere Medizin Neurologie, Klinische Neurowissenschaft
- Naturwissenschaften Physik Angewandte Physik Biophysik
- Naturwissenschaften Biowissenschaften Angewandte Biologie Biophysik
- Sozialwissenschaften Psychologie Allgemeine Psychologie Biologische Psychologie, Neuropsychologie
- Mathematik | Informatik Mathematik Numerik und Wissenschaftliches Rechnen Angewandte Mathematik, Mathematische Modelle
- Naturwissenschaften Biowissenschaften Biowissenschaften Neurobiologie, Verhaltensbiologie
- Medizin | Veterinärmedizin Medizin | Public Health | Pharmazie | Zahnmedizin Medizin, Gesundheitswesen Medizinische Mathematik & Informatik
- Naturwissenschaften Physik Angewandte Physik Statistische Physik, Dynamische Systeme
Weitere Infos & Material
Resetting an Ensemble of Oscillators.- Synchronization Patterns.- Stochastic Model.- Clustering in the Presence of Noise.- Single Pulse Stimulation.- Periodic Stimulation.- Data Analysis.- Modelling Perspectives.- Neurological Perspectives.- Epilogue.
