A Study on Associative Neural Memories

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.

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}
}