A statistical investigation of bidirectional associative memories (BAM)
نویسندگان
چکیده
We inve,tigate by ~tati,tical mechanical methods a uocha~tic analogue of the bidirectional a;sociative memone~ introduced by B. Kosko. We denve its ;torage capacity a~ a function of the total number of synapses and of the asymmetry of the network.
منابع مشابه
Bengali character recognition using Bidirectional Associative Memories (BAM) neural network
This paper presents the recognition features of Bengali text using BAM (Bidirectional Associative Memories) neural network with a proposal of feature extraction procedure of a Bengali character. To do this, the conventional methods are used for text scanning to segmentation of a text line to a single character. In this paper an efficient procedure is proposed for boundary extraction, scaling of...
متن کاملA Study on Associative Neural Memories
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,...
متن کاملAlpha-Beta Bidirectional Associative Memories Based Translator
Bidirectional Associative Memories (BAM) based on Kosko’s model are implemented through iterative algorithms and present stability problems. Also, these models along with other models based on different methods, have not been able to perfectly recall all trained patterns. In this paper we present an English-Spanish / Spanish-English translator based on a new BAM model denominated Alpha-Beta BAM...
متن کاملGeneralized Asymmetrical Bidirectional Associative Memory*
A classical bidirectional associative memory (BAM) suffers from low storage capacity and abundance of spurious memories though it has the properties of good generalization and noise immunity. In this paper, Hamming distance in recall procedure of usual asymmetrical BAM is replaced with modified Hamming distance by introducing weighting matrix into connection matrix. This generalization is valid...
متن کاملA New Model of BAM: Alpha-Beta Bidirectional Associative Memories
Most models of Bidirectional associative memories intend to achieve that all trained pattern correspond to stable states; however, this has not been possible. Also, none of the former models has been able to recall all the trained patterns. In this work we introduce a new model of bidirectional associative memory which is not iterative and has no stability problems. It is based on the Alpha-Bet...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 2016