计算机技术与发展2012，Vol.22Issue(5)：19-22,4.
基于前馈人工神经网络的miRNA预测
Prediction of miRNA Based on Feedforward Artificial Neural Network
摘要
Abstract
microRNA(miRNA} is a class of 20 -24 long nucleotides conserved non-coding small RNA. How to predict miRNA accurately is one of the difficulties in bioinformatics. A new predicting method has been proposed in this paper,that is,particle swarm optimized feedforward artificial neural network. Use 36 feature extracted from (he date set comprised of 331 samples to train the neural network model,which used to test new data-sets get a prediction accuracy up to 91.0% .This indicates that the model can be used as a new direction to predict miRNA.关键词
microRNA/前馈人工神经网络/粒子群优化算法Key words
microRNA/feedforward artificial neural network/particle swarm optimization分类
信息技术与安全科学引用本文复制引用
林云光,陈月辉,邵光亭..基于前馈人工神经网络的miRNA预测[J].计算机技术与发展,2012,22(5):19-22,4.基金项目
国家自然科学基金(61070130) （61070130）
