Austin, J orcid.org/0000-0001-5762-8614, Turner, A, Turner, M et al. (1 more author) (1999) Chemical structure matching using correlation matrix memories. In: NINTH INTERNATIONAL CONFERENCE ON ARTIFICIAL NEURAL NETWORKS (ICANN99), VOLS 1 AND 2. 9th International Conference on Artificial Neural Networks (ICANN99), 07-10 Sep 1999 IEEE , EDISON , pp. 619-624.
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.
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|Institution:||The University of York|
|Academic Units:||The University of York > Computer Science (York)|
|Depositing User:||Sherpa Assistant|
|Date Deposited:||01 Sep 2006|
|Last Modified:||06 Feb 2017 15:24|