Brain Dynamics: An Introduction to Models and Simulations (Springer Series in Synergetics) - Hardcover

Haken, Hermann

Hardcover

ISBN 10: 3540752366 ISBN 13: 9783540752363

Publisher: Springer, 2008

Synopsis

This is an excellent introduction for graduate students and nonspecialists to the field of mathematical and computational neurosciences. The book approaches the subject via pulsed-coupled neural networks, which have at their core the lighthouse and integrate-and-fire models. These allow for highly flexible modeling of realistic synaptic activity, synchronization and spatio-temporal pattern formation. The more advanced pulse-averaged equations are discussed.

About this title

From the Back Cover

 Brain Dynamics serves to introduce graduate students and nonspecialists from various backgrounds to the field of mathematical and computational neurosciences. Some of the advanced chapters will also be of interest to the specialists. The book approaches the subject through pulse-coupled neural networks, with at their core the lighthouse and integrate-and-fire models, which allow for the highly flexible modelling of realistic synaptic activity, synchronization and spatio-temporal pattern formation. Topics also include pulse-averaged equations and their application to movement coordination. The book closes with a short analysis of models versus the real neurophysiological system.

The second edition has been thoroughly updated and augmented by two extensive chapters that discuss the interplay between pattern recognition and synchronization. Further, to enhance the usefulness as textbook and for self-study, the detailed solutions for all 34 exercises throughout the text have been added.

Edition details

• Publisher: Springer
• Publication date: 2008
• Language: English
• ISBN 10: 3540752366
• ISBN 13: 9783540752363
• Binding: Hardcover
• Edition number: 2
• Number of pages: 347