Multiscale Analysis and Nonlinear Dynamics: From Genes to the Brain

by Misha Meyer Pesenson (Editor), Heinz Georg Schuster (Editor)

Overview

Since modeling multiscale phenomena in systems biology and neuroscience is a highly interdisciplinary
task, the editor of the book invited experts in bio-engineering, chemistry, cardiology, neuroscience,
computer science, and applied mathematics, to provide their perspectives.

Each chapter is a window into the current state of the art in the areas of research discussed and the book is intended for advanced researchers interested in recent developments in these fields. While multiscale
analysis is the major integrating theme of the book, its subtitle does not call for bridging the
scales from genes to behavior, but rather stresses the unifying perspective offered by the concepts
referred to in the title.

It is believed that the interdisciplinary approach adopted here will be beneficial for all the above mentioned fields.

Product Details

ISBN-13:	9783527671656
Publisher:	Wiley
Publication date:	09/13/2013
Series:	Annual Reviews of Nonlinear Dynamics and Complexity (VCH)
Sold by:	Barnes & Noble
Format:	eBook
Pages:	328
File size:	6 MB

About the Author

Dr. Misha (Meyer) Z. Pesenson has held positions in academia, including UCLA and Caltech, since 1990. He is currently Research Scientist at the Computing and Mathematical Sciences Dept., California Institute of Technology. Dr. Pesenson's research focuses on multiscale modeling, nonlinear dynamics, neural networks, and complex information processing.

The Series Editor
Heinz Georg Schuster is Professor of Theoretical Physics at the University of Kiel in Germany. He was a visiting professor at the Weizmann-Institute of Science in Israel and at the California Institute of Technology in Pasadena, USA. He authored and edited many books on nonlinear phenomena and chaos control.

Table of Contents

Introduction -
Multiscale Analysis: Modeling, Data, Networks, and Dynamics
I. MULTIRESOLUTION ANALYSIS
Mathieu Desbrun, Roger D. Donaldson, Houman Owhadi: Discrete Geometric Structures in Homogenization and Inverse Homogenization
Isaac Z. Pesenson: Multiresolution Analysis on Compact Riemannian Manifolds

II. NONLINEAR DYNAMICS of TRANSCRIPTION NETWORKS and SYNTHETIC BIOCHEMICAL CIRCUITS
Elisa Franco, Jongmin Kim, Friedrich Simmel: Dynamics of synthetic transcription networks
Raphael Plasson, Yannick Rondelez: Synthetic biochemical dynamic circuits

III. NONLINEAR DYNAMICS: THE BRAIN AND THE HEART
Paul L. Nunez, Ramesh Srinivasan, Lester Ingber: Theoretical and experimental electrophysiology in human neocortex: multiscale dynamic correlates of conscious experience
Danielle S. Bassett, Felix Siebenhuhner: Multiscale network organization in the human brain
Michel Le Van Quyen, Vicente Botella-Soler, Mario Valderrama: Neuronal oscillations scale up and scale down the brain dynamics
Michael X. Cohen, Bradley Voytek: Linking nonlinear neural dynamics to single-trial human behavior
Etienne Hugues, Juan R. Vidal, Jean-Philippe Lachaux, Gustavo Deco: Brain dynamics at rest: how structure shapes dynamics
Misha Z. Pesenson: Adaptive multiscale encoding - a computational function of neuronal synchronization
Zhilin Qu, Michael Nivala: Multi-scale nonlinear dynamics in cardiac electrophysiology: from sparks to sudden death
Connor Houghton, Thomas Kreuz: Measures of spike train synchrony: from single neurons to populations