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 #  AuthorTitleAccn#YearItem Type Claims
1 Graben, Peter Lectures in Supercomputational Neuroscience I06525 2008 eBook  
2 Thiel, Marco Nonlinear Dynamics and Chaos: Advances and Perspectives I05636 2010 eBook  
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TitleLectures in Supercomputational Neuroscience : Dynamics in Complex Brain Networks
Author(s)Graben, Peter;Zhou, Changsong;Thiel, Marco;Kurths, J??rgen
PublicationBerlin, Heidelberg, Springer Berlin Heidelberg, 2008.
DescriptionX, 377 p : online resource
Abstract NoteComputational Neuroscience is a burgeoning field of research where only the combined effort of neuroscientists, biologists, psychologists, physicists, mathematicians, computer scientists, engineers and other specialists, e.g. from linguistics and medicine, seem to be able to expand the limits of our knowledge. The present volume is an introduction, largely from the physicists' perspective, to the subject matter with in-depth contributions by system neuroscientists. A conceptual model for complex networks of neurons is introduced that incorporates many important features of the real brain, such as various types of neurons, various brain areas, inhibitory and excitatory coupling and the plasticity of the network. The computational implementation on supercomputers, which is introduced and discussed in detail in this book, will enable the readers to modify and adapt the algortihm for their own research. Worked-out examples of applications are presented for networks of Morris-Lecar neurons to model the cortical connections of a cat's brain, supported with data from experimental studies. This book is particularly suited for graduate students and nonspecialists from related fields with a general science background, looking for a substantial but "hands-on" introduction to the subject matter
ISBN,Price9783540731597
Keyword(s)1. ARTIFICIAL INTELLIGENCE 2. Biological and Medical Physics, Biophysics 3. BIOLOGICAL PHYSICS 4. BIOPHYSICS 5. COMPLEX SYSTEMS 6. DYNAMICAL SYSTEMS 7. EBOOK 8. EBOOK - SPRINGER 9. Neurosciences 10. Numerical and Computational Physics, Simulation 11. PHYSICS 12. STATISTICAL PHYSICS 13. Statistical Physics and Dynamical Systems
Item TypeeBook
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I06525     On Shelf    

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TitleNonlinear Dynamics and Chaos: Advances and Perspectives
Author(s)Thiel, Marco;Kurths, J??rgen;Romano, M. Carmen;K??rolyi, Gy??rgy;Moura, Alessandro
PublicationBerlin, Heidelberg, Springer Berlin Heidelberg, 2010.
DescriptionXV, 293 p. 16 illus. in color : online resource
Abstract NoteThis book is a collection of contributions on various aspects of active frontier research in the field of dynamical systems and chaos. Each chapter examines a specific research topic and, in addition to reviewing recent results, also discusses future perspectives. The result is an invaluable snapshot of the state of the field by some of its most important researchers. The first contribution in this book, "How did you get into Chaos?", is actually a collection of personal accounts by a number of distinguished scientists on how they entered the field of chaos and dynamical systems, featuring comments and recollections by James Yorke, Harry Swinney, Floris Takens, Peter Grassberger, Edward Ott, Lou Pecora, Itamar Procaccia, Michael Berry, Giulio Casati, Valentin Afraimovich, Robert MacKay, and last but not least, Celso Grebogi, to whom this volume is dedicated.
ISBN,Price9783642046292
Keyword(s)1. COMPLEX SYSTEMS 2. DYNAMICAL SYSTEMS 3. Dynamical Systems and Ergodic Theory 4. DYNAMICS 5. EBOOK 6. EBOOK - SPRINGER 7. ERGODIC THEORY 8. STATISTICAL PHYSICS 9. Statistical Physics and Dynamical Systems 10. SYSTEM THEORY 11. Systems Theory, Control 12. VIBRATION 13. Vibration, Dynamical Systems, Control
Item TypeeBook
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I05636     On Shelf    

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