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Chemical structure matching using correlation matrix memories

By J Austin, A Turner, M Turner and K Lees

Abstract

This paper describes the application of the Relaxation By Elimination (RBE) method to matching the 3D structure of molecules in chemical databases within the frame work of binary correlation matrix memories. The paper illustrates that, when combined with distributed representations, the method maps well onto these networks, allowing high performance implementation in parallel systems. It outlines the motivation, the neural architecture, the RBE method and presents some results of matching small molecules against a database of 100,000 models

Publisher: IEEE
Year: 1999
OAI identifier: oai:eprints.whiterose.ac.uk:1528

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