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Research Article | Open Access |

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
International Journal of Advanced Computer Science and Applications (IJACSA) · Vol. 1, No. 6 · Published 2010 · Cited by 16

DOI: 10.14569/IJACSA.2010.010619

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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)

How to Cite this Article

Prasad, B. C., Prasad, P. E. S. N. K., Yeruva, S., & Murty, P. S. R. (2010). A Study on Associative Neural Memories. International Journal of Advanced Computer Science and Applications, 1(6). https://doi.org/10.14569/IJACSA.2010.010619

Prasad, B.D C.N, et al.. "A Study on Associative Neural Memories." International Journal of Advanced Computer Science and Applications, vol. 1, no. 6, 2010, https://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},
  volume    = {1},
  number    = {6},
  year      = {2010},
  publisher = {The Science and Information Organization},
  author    = {B.D C.N Prasad and P E S N Krishna Prasad and Sagar Yeruva and P Sita Rama Murty},
  doi       = {10.14569/IJACSA.2010.010619},
  url       = {https://doi.org/10.14569/IJACSA.2010.010619}
}

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Volume 17 No. 11, November 2026
Paper Submission Due October 25, 2026
Review Notification November 15, 2026
Publication Date November 30, 2026
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