%0 Journal Article
%T Neural Network Method for Protein Secondary Structure Prediction<br>神经网络方法预测蛋白质二级结构
%A YAN Hua-Jun FU Yan ZHANG Yi LI Yi-Chao
%A <br>闫化军
%A 傅彦
%A 章毅
%A 李毅超
%J 计算机科学
%D 2003
%I 
%X The explosive accumulation of protein sequences in the wake of large-scale sequencing projects is in shark contrast to the much slower experimental determination of protein structures. Neural Networks have been successfully applied into the prediction of protein structures, and the prediction accuracy continues to rise. This paper introduces the basic methods and technologies of the prediction of protein secondary structures using neural networks, especially expounds the two aspects: the improvement of neural network architecture and the adding of "evolutionary" information, which lead the ascent of prediction accuracy
%K Protein secondary structure prediction
%K Secondary structure
%K Protein folding
%K Sequence analysis
%K Neural network
%K Bioinformatics<br>神经网络
%K 蛋白质二级结构
%K 正交编码
%K 序列信息
%K 多模神经网络
%U http://www.alljournals.cn/get_abstract_url.aspx?pcid=5B3AB970F71A803DEACDC0559115BFCF0A068CD97DD29835&cid=8240383F08CE46C8B05036380D75B607&jid=64A12D73428C8B8DBFB978D04DFEB3C1&aid=3288DB5817EB7EA3&yid=D43C4A19B2EE3C0A&vid=340AC2BF8E7AB4FD&iid=708DD6B15D2464E8&sid=B6DA1AC076E37400&eid=286FB2D22CF8D013&journal_id=1002-137X&journal_name=计算机科学&referenced_num=0&reference_num=26