| Study on Speeding up the Back-Propagation Algorithm |
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| 作者单位： | Mechanical Engineering School，USTB，Beijing 100083，China |
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| 摘 要： |
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Study on Speeding up the Back-Propagation Algorithm |
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| TANG Ying, SUN Rongping, CHEN Kexing. Study on Speeding up the Back-Propagation Algorithm[J]. Journal of University of Science and Technology Beijing, 1997, 0(4) |
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| Authors: | TANG Ying SUN Rongping CHEN Kexing |
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| Abstract: | Slow convergence of back-propagation (BP) algorithm is a limiting factor in its practical applications. A new learning algorithm which can adaptively adjust its learning rate on the basis of gradient information of the error function is put forward. its convergence performance is also tested by the XOR problem compared with the standard BP algorithm. |
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| Keywords: | neural network optimization adaptation learning rate |
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