Advantages of direct input-to-output connections in neural networks: The Elman network for stock index forecasting

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【作者】Yaoli Wang，Lipo Wang，Fangjun Yang，Wenxia Di，Qing Chang
【刊名】Information Sciences
【作者单位】a College of Information and Computer, Taiyuan University of Technology, 030600, China e College of Information and Computer, Taiyuan University of Technology, 030600, China c College of Information and Computer, Taiyuan University of Technology, 030600, China b School of Electrical and Electronic Engineering, Nanyang Technological University, 639798, Singapore d Foreign Languages Department, Taiyuan Normal University, 030600, China
【卷号】Vol.547
【页码】1066-1079
【ISSN】0020-0255
【关键词】Direct input-to-output connections The Elman neural network Stock index forecasting
【摘要】 The Elman neural network is well-known for its capability of processing dynamic information, which has led to successful applications in stock forecasting. In this paper, we introduce direct input-to-output connections into the ElmanNN and show tha...
【文献类型】期刊