Reasons for using orthogonal functions
inside neural networks are stability and tracking performances improvement--which these functions could provide to a system .
Concerning these methods, they frequently use orthogonal functions
, in order to ease the calculations and to preserve the basis elements when dimensional expansions are necessary.
Some methods to do this are recursive algorithm , utilizing Gaussian input , Gradient-based search , Cross correlation method , Hilbert space reproduced kernel method [19, 20], expansion with orthogonal functions
After reviewing the principles of orthogonal functions
and Walsh analysis, this graduate textbook explores the suitability of Walsh functions for the analysis of power electronic systems.
To remedy this, the projection of the field at the boundaries onto orthogonal functions
prior to reduction was proposed in [5,10].
Kozlov, On the complete systems of orthogonal functions
[in Russian], Mat.
EOF analysis is a useful technique for decomposition of a time series of geophysical data into temporal and spatial variability in terms of orthogonal functions
or statistical modes.
Continuous time dynamical systems; state estimation and optimal control with orthogonal functions
Fourier Series and Orthogonal Functions
, Dover Publications, Inc.
After an introduction to signals and systems, including properties of the delta function and some classical orthogonal functions
, the book provides examples and applications of numerous transforms.
Hardy, Notes on special systems of orthogonal functions
, IV: The orthogonal functions
of Whittaker's cardinal series, Proc.
DAVIS, An application of doubly orthogonal functions
to a problem of approximation in two regions, Trans.