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A multimodal neural network with single-state predictions for protein secondary structure

โœ Scribed by Hanxi Zhu; Ikuo Yoshihara; Kunihito Yamamori; Moritoshi Yasunaga


Publisher
Springer Japan
Year
2004
Tongue
English
Weight
502 KB
Volume
8
Category
Article
ISSN
1433-5298

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## Abstract A neural network algorithm is applied to secondary structure and structural class prediction for a database of 318 nonhomologous protein chains. Significant improvement in accuracy is obtained as compared with performance on smaller databases. A systematic study of the effects of networ