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DMAN: distributed mass attraction network | IEEE Conference Publication | IEEE Xplore

DMAN: distributed mass attraction network


Abstract:

The authors previously proposed two neural associative memory architectures, namely, mass attraction network (MAN) and equivalent mass attraction network (EMAN), based on...Show More

Abstract:

The authors previously proposed two neural associative memory architectures, namely, mass attraction network (MAN) and equivalent mass attraction network (EMAN), based on Newton's mass attraction theory. DMAN is a neural network model based on the same concepts, but unlike MAN or EMAN, which use local representations, DMAN uses distributed representations. After introducing some general issues, this paper explains DMAN concept and the network. Computer simulations revealed much better performance than the Hopfield model on the basis of the capacity of the model and error.<>
Date of Conference: 28 June 1994 - 02 July 1994
Date Added to IEEE Xplore: 06 August 2002
Print ISBN:0-7803-1901-X
Conference Location: Orlando, FL, USA

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