外文翻译---人工神经网络.docx

英 文 文 献英 文 资 料 ：A r t i ficia l n eu r a l n etw or k s ( A NNs) to A rtificial Neural Netw orks, abbreviations a l so referred to as the neural netw ork ( NNs) or called connection model ( C onnectionistM odel), i t i s a k ind of model animals neural netw ork behavior characteristic, distributed parallel information processing a lg orithm mathematical model. This netw ork rely on the complexity of the sy stem, throug h the adjustment of mutual connection betw een nodes internal relations, so as to achieve the purpose of processing information. A rtificial neural netw ork has since learning and adaptive ability, can provide in advance of a batch of throug h mutual correspond of the input/ou tput data, analy ze master the law of potential betw een, according to the final rule, w i th a new input data to calculate, this study analy zed the output of the process is called the training . A rtificial neural netw ork i s made of a num ber of nonlinear interconnected processing unit, adaptive information processing sy stem. It i s in the modern neuroscience research results i s proposed on the basis of, try ing to simulate brain neural netw ork processing ,memoryinformation w ayinformation processing . A rtificial neural netw ork has four basic characteristics:) the nonlinear relationship i s the nature of the nonlinear com mon characteristics. The w i sdom of the brain i s a k ind of non-linear phenomena. A rtificial neurons in the activation or inhibit the tw o different state, this kind of behavior in mathematics performance for a nonlinear relationship. Has the threshold of neurons in the netw ork formed by the has better properties, can improve the fault tolerance and storag e capacity.) the l imitations a neural netw ork by DuoGe neurons w idely usually connected to. A sy stem of the overall behavior depends not only on the characteristics of sing le neurons, and may mainly by the unit the interaction bet