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.
%0 Journal Article
%1 IJACSA.2010.010619
%A B.D C.N Prasad P E S N Krishna Prasad, Sagar Yeruva P Sita Rama Murty
%D 2010
%J International Journal of Advanced Computer Science and Applications(IJACSA)
%K (CSAM); (CSYM) (HAM); Associative Asynchronous Auto-associative BAM; Context-sensitive DAM; Holographic Hopfield Memory SAM; memories; model;
%N 6
%T A Study on Associative Neural Memories
%U http://ijacsa.thesai.org/
%V 1
%X 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.
@article{IJACSA.2010.010619,
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.
},
added-at = {2014-02-21T08:00:08.000+0100},
author = {{B.D C.N Prasad P E S N Krishna Prasad}, Sagar Yeruva P Sita Rama Murty},
biburl = {https://www.bibsonomy.org/bibtex/2011dba82eefc2a0c16228c41130ad47f/thesaiorg},
interhash = {d4af85a18add5074ba161cc7e1d70a9c},
intrahash = {011dba82eefc2a0c16228c41130ad47f},
journal = {International Journal of Advanced Computer Science and Applications(IJACSA)},
keywords = {(CSAM); (CSYM) (HAM); Associative Asynchronous Auto-associative BAM; Context-sensitive DAM; Holographic Hopfield Memory SAM; memories; model;},
number = 6,
timestamp = {2014-02-21T08:00:08.000+0100},
title = {{A Study on Associative Neural Memories}},
url = {http://ijacsa.thesai.org/},
volume = 1,
year = 2010
}