Speeding Up Back-Propagation Learning (SUBPL) Algorithm: A New Modified Back-Propagation Algorithm
Journal Title: International Journal of Engineering Research and Advanced Technology - Year 2016, Vol 2, Issue 3
Abstract
The convergence speed is the most important feature of Back-Propagation (BP) algorithm. A lot of improvements were proposed to this algorithm since its presentation, in order to speed up the convergence phase. In this paper, a new modified BP algorithm called Speeding up Back-Propagation Learning (SUBPL) algorithm is proposed and compared to the standard BP. Different data sets were implemented and experimented to verify the improvement in SUBPL.
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