Tutorials in Mathematical Biosciences I [electronic resource] : Mathematical Neuroscience / by Alla Borisyuk, Avner Friedman, Bard Ermentrout, David Terman.
Tipo de material: TextoSeries Lecture Notes in Mathematics, Mathematical Biosciences ; 1860 | Lecture Notes in Mathematics, Mathematical Biosciences ; 1860Editor: Berlin, Heidelberg : Springer Berlin Heidelberg, 2005Descripción: X, 170 p. online resourceTipo de contenido:- text
- computer
- online resource
- 9783540315445
- SpringerLink (Online service)
- Mathematics
- Biology -- Data processing
- Neurobiology
- Differential Equations
- Differential equations, partial
- Biology -- Mathematics
- Computer science -- Mathematics
- Mathematics
- Mathematical Biology in General
- Ordinary Differential Equations
- Partial Differential Equations
- Computational Mathematics and Numerical Analysis
- Neurobiology
- Computer Appl. in Life Sciences
- 570.151 23
- QH323.5
Preface -- A. Friedman: Introduction to Neurons -- D. Terman: An Introduction to Dynamical Systems and Neuronal Dynamics -- B. Ermentrout: Neural Oscillators -- A. Borisyuk: Physiology and Mathematical Modeling of the Auditory System.
This volume introduces some basic theories on computational neuroscience. Chapter 1 is a brief introduction to neurons, tailored to the subsequent chapters. Chapter 2 is a self-contained introduction to dynamical systems and bifurcation theory, oriented towards neuronal dynamics. The theory is illustrated with a model of Parkinson's disease. Chapter 3 reviews the theory of coupled neural oscillators observed throughout the nervous systems at all levels; it describes how oscillations arise, what pattern they take, and how they depend on excitory or inhibitory synaptic connections. Chapter 4 specializes to one particular neuronal system, namely, the auditory system. It includes a self-contained introduction, from the anatomy and physiology of the inner ear to the neuronal network that connects the hair cells to the cortex, and describes various models of subsystems.
ZDB-2-SMA
ZDB-2-LNM
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