May 2024
Intermediate to advanced
609 pages
24h 17m
English
book
Introduction to Soft Computing: Neuro-Fuzzy and Genetic Algorithms
by Samir Roy, Udit Chakraborty
Content preview from Introduction to Soft Computing: Neuro-Fuzzy and Genetic Algorithms
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264 Introduction to Soft Computing
8.1.5 Storage of Multiple Patterns in an Auto-associative Net
More than one patterns can be stored in an auto-associative neural net. e capacity of such a net is
de ned as the number of patterns that can be stored in it and be recalled by the net. If one tries to store
more patterns than its capacity, then the net tends to forget the stored patterns. e important points
regarding storage of several patterns in an auto-associative net are stated below.
e stored patterns must be mutually orthogonal. Two vectors 1. x = [x
1
, x
2
, …, x
n
] and y = [y
1
, y
2
,
…, y
n
] are said to be orthogonal if their inner ...
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