Volume III (1994)
by Vasilis Z. Marmarelis, Ph.D.
Advanced Methods of Physiological System Modeling – Volume III was edited by Dr. Vasilis Z. Marmarelis, and includes contributions by internationally recognized experts focusing on nonlinear modeling methods (primarily the Volterra-Wiener approach) and their application to a variety of physiological systems.
Table of Contents
Examples of the Investigation of Neural Information Processing by Point Process AnalysisD.R. Brillinger & A.E.P. Villa
Testing
a Nonlinear Model of Sensory
Adaptation with a Range of Step Input Functions
A.S.
French & S. K. Patrick
An
Extension of the M–Sequence
Technique for the Analysis of Multi-Input Nonlinear Systems
E.A.
Benardete & J.D. Victor
Identification
of Nonlinear System with
Feedback Structure
J.Shi
& H.H. Sun
Computational
Methods of Neuronal
Network Decomposition
R.J.
Sclabassi, B.R. Kosanovic, G. Barrionuevo & T.W. Berger
Identification
of Multiple-Input
Nonlinear Systems Using Non-White Test Signals
D.T.
Westwick & R.E. Kearney
Nonlinear
System Identification of
Hippocampal Neurons
B.L.
Bardakjian & W.N. Wright
Nonlinear
Modeling of the Hippocampus
T.W.
Berger
Nonlinear
Physiological System Modeling
Using Principal Dynamic Modes
V.Z.
Marmarelis
Parametric
and Nonparametric Nonlinear
Modeling of Renal Autoregulation Dynamics
K.H.
Chon, N.H. Holstein-Rathlou, M.J. Korenberg, D.J. Marsh
& V. Z. Marmarelis
On
the Relation Between Volterra Models
and Feedforward Artificial Neural Networks
V.Z.
Marmarelis & X. Zhao
Equivalence
Between Nonlinear
Differential and Difference Equation Models Using Kernel Invariance
Methods
X.
Zhao & V.Z. Marmarelis
Three
Conjectures on Neural Network
Implementations of Volterra Models (Mappings)
V.Z.
Marmarelis
