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Article Details

Copyright Statement: This is an open access article licensed under a Creative Commons Attribution 4.0 International License, which permits unrestricted use, distribution, and reproduction in any medium, even commercially as long as the original work is properly cited.

A Study on Associative Neural Memories

Author 1: B.D C.N Prasad
Author 2: P E S N Krishna Prasad
Author 3: Sagar Yeruva
Author 4: P Sita Rama Murty

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Digital Object Identifier (DOI) : 10.14569/IJACSA.2010.010619

Article Published in International Journal of Advanced Computer Science and Applications(IJACSA), Volume 1 Issue 6, 2010.

  • Abstract and Keywords
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Abstract: Memory plays a major role in Artificial Neural Networks. Without memory, Neural Network can not be learned itself. One of the primary concepts of memory in neural networks is Associative neural memories. A survey has been made on associative neural memories such as Simple associative memories (SAM), Dynamic associative memories (DAM), Bidirectional Associative memories (BAM), Hopfield memories, Context Sensitive Auto-associative memories (CSAM) and so on. These memories can be applied in various fields to get the effective outcomes. We present a study on these associative memories in artificial neural networks.

Keywords: Associative memories; SAM; DAM; Hopfield model; BAM; Holographic Associative Memory (HAM); Context-sensitive Auto-associative Memory (CSAM); Context-sensitive Asynchronous Memory (CSYM)

B.D C.N Prasad, P E S N Krishna Prasad, Sagar Yeruva and P Sita Rama Murty, “A Study on Associative Neural Memories” International Journal of Advanced Computer Science and Applications(IJACSA), 1(6), 2010. http://dx.doi.org/10.14569/IJACSA.2010.010619

@article{Prasad2010,
title = {A Study on Associative Neural Memories},
journal = {International Journal of Advanced Computer Science and Applications},
doi = {10.14569/IJACSA.2010.010619},
url = {http://dx.doi.org/10.14569/IJACSA.2010.010619},
year = {2010},
publisher = {The Science and Information Organization},
volume = {1},
number = {6},
author = {B.D C.N Prasad and P E S N Krishna Prasad and Sagar Yeruva and P Sita Rama Murty}
}


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