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  • 标题:A Study on Associative Neural Memories
  • 本地全文:下载
  • 作者:B.D C.N Prasad ; P E S N Krishna Prasad ; Sagar Yeruva
  • 期刊名称:International Journal of Advanced Computer Science and Applications(IJACSA)
  • 印刷版ISSN:2158-107X
  • 电子版ISSN:2156-5570
  • 出版年度:2010
  • 卷号:1
  • 期号:6
  • DOI:10.14569/IJACSA.2010.010619
  • 出版社:Science and Information Society (SAI)
  • 摘要: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.
  • 关键词:thesai; IJACSA; thesai.org; journal; IJACSA papers; Associative memories; SAM; DAM; Hopfield model; BAM; Holographic Associative Memory (HAM); Context-sensitive Auto-associative Memory (CSAM); Context-sensitive Asynchronous Memory (CSYM)
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