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Author:   V.Z. Marmarelis ,  V. Z. Marmarelis
Publisher:   Springer Science+Business Media
Imprint:   Kluwer Academic/Plenum Publishers
Edition:   1994 ed.
Dimensions:   Width: 17.80cm , Height: 1.90cm , Length: 25.40cm
Weight:   1.290kg
ISBN:  

9780306448195

ISBN 10:   030644819
Pages:   272
Publication Date:   31 October 1994
Audience:   College/higher education ,  Professional and scholarly ,  Undergraduate ,  Postgraduate, Research & Scholarly
Format:   Hardback
Publisher's Status:   Active
Availability:   In Print  
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Table of Contents

Nonlinear Modeling of Physiological Systems Using Principal Dynamic Modes.- Experimental Basis for an Input/Output Model of the Hippocampal Formation.- Computational Methods of Neuronal Network Decomposition.- An Extension of the M-Sequence Technique for the Analysis of Multi-Input Nonlinear Systems.- Examples of the Investigation of Neural Information Processing by Point Process Analysis.- Testing a Nonlinear Model of Sensory Adaptation with a Range of Step Input Functions.- Identification of Nonlinear System with Feedback Structure.- Identification of Multiple-Input Nonlinear Systems Using Non-White Test Signals.- Nonlinear System Identification of Hippocampal Neurons.- Parametric and Nonparametric Nonlinear Modeling of Renal Autoregulation Dynamics.- Identification of Parametric (NARMAX) Models from Estimated Volterra Kernels.- Equivalence between Nonlinear Differential and Difference Equation Models Using Kernel Invariance Methods.- On Kernel Estimation Using Non-Gaussian and/or Non-White Input Data.- On the Relation between Volterra Models and Feedforward Artificial Neural Networks.- Three Conjectures on Neural Network Implementations of Volterra Models (Mappings).- Contributors.

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