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The Misadjustment Analysis of BP Algorithm and an Improved Algorithm

Yang Dali;Liu Zemin(P,O.Box 145,Beijing University of Posts & Telecommuications,Beijing 100088)  
This paper analyzes the misadjustment noise introduced by the momentum factor α for traditional BP algorithm,and points out that it is not neglected to effect converget precision of the algorithm.At the same time,an improved algorithm with stochastic attenuation momentum factor is presented.
【Fund】: 高校博士学科专项基金 国家自然科学基金
【CateGory Index】: O157.5
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