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Training multi-layered neural networks with T.R. Based algorithm

✍ Scribed by Shengrui Wang

Publisher: Elsevier Science
Year: 1988
Tongue: English
Weight: 74 KB
Volume: 1
Category: Article
ISSN: 0893-6080
DOI: 10.1016/0893-6080(88)90265-1

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## Abstract Multilayer feedforward neural networks (MLFNNs) are important modeling techniques widely used in QSAR studies for their ability to represent nonlinear relationships between descriptors and activity. However, the problems of overfitting and premature convergence to local optima still pos