Bidirectional Associative Memory for Function Approximation

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54,90 

ISBN: 3659865605
ISBN 13: 9783659865602
Autor: Kumar, Somesh/Singh, Manisha
Verlag: LAP LAMBERT Academic Publishing
Umfang: 104 S.
Erscheinungsdatum: 15.04.2016
Auflage: 1/2016
Format: 0.7 x 22 x 15
Gewicht: 173 g
Produktform: Kartoniert
Einband: Kartoniert
Artikelnummer: 9326591 Kategorie:

Beschreibung

Capturing the implicit relationship between the input and output patterns such that when test input pattern is given, the pattern corresponding to the output of the generalized system is retrieved, is called the problem of pattern mapping. Since the very objective of pattern mapping problem is to capture the implied function and mimic its behavior and therefore it is also termed as function approximation problem. Alternatively, function approximation is the task of learning or constructing a function that generates approximately the same outputs from input vectors as the process being modeled, based on available training data. The approximate mapping system should give an output which is fairly close to the values of the real function for inputs close to the current input used during learning.

Autorenporträt

Dr. Somesh Kumar presently spearheads the IT department in NIET,Gr.Noida, India. He has completed his MCA in 2000, ME (CS&E) in 2006, PhD (CS) in 2011. Since 2000, he has been in teaching profession. Dr Puneet Goswami is working as a professor in CSE department at NIET, Gr. Noida. His research area includes software engineering, soft computing, etc

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