A coding procedure for real-valued patterns using bidirectional associative memory
Source
The Arabian Journal for Science and Engineering. Section B, Engineering
Issue
Vol. 23, Issue 1B (30 Apr. 1998), pp.67-82, 16 p.
Publisher
King Fahd University of Petroleum and Minerals
Publication Date
1998-04-30
Country of Publication
Saudi Arabia
No. of Pages
16
Main Subjects
Abstract EN
A bidirectional associative memory (BAM), reported by Kosko, can be used ،0 store and recall binary /bipolar pattern pairs.
An iterative learning algorithm called PRLAB has been used for guaranteed recall of all training pairs up to the maximum storage capacity of a BAM.
In this paper we propose a new coding strategy for storage and recall of real- valued patterns using BAM.
The proposed algorithm is based on the PRLAB iterative learning algorithm, which enables the BAM to be applied in industrial environments where analog patterns are commonly encountered.
An algorithm has been developed for converting real-valued pattern pairs into binary/bipolar patterns, thus enabling it to be applied to a discrete BAM.
The PRLAB learning algorithm is then applied to store and recall the real- valued pattern pairs successfully.
£xamples are given demonstrating the applicability of the new encoding mechanism for real-valued patterns with sufficient resolution to be used in practical application.
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American Psychological Association (APA)
Abidin, M. J.. 1998. A coding procedure for real-valued patterns using bidirectional associative memory. The Arabian Journal for Science and Engineering. Section B, Engineering،Vol. 23, no. 1B, pp.67-82.
https://search.emarefa.net/detail/BIM-389806
Modern Language Association (MLA)
Abidin, M. J.. A coding procedure for real-valued patterns using bidirectional associative memory. The Arabian Journal for Science and Engineering. Section B, Engineering Vol. 23, no. 1B (Apr. 1998), pp.67-82.
https://search.emarefa.net/detail/BIM-389806
American Medical Association (AMA)
Abidin, M. J.. A coding procedure for real-valued patterns using bidirectional associative memory. The Arabian Journal for Science and Engineering. Section B, Engineering. 1998. Vol. 23, no. 1B, pp.67-82.
https://search.emarefa.net/detail/BIM-389806
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references : p. 81-82
Record ID
BIM-389806