首页 | 本学科首页   官方微博 | 高级检索  
   检索      


Alopex-B: a new, simpler, but yet faster version of the alopex training algorithm
Authors:Bia A
Institution:Dept. Lenguajes y Sistemas Informáaticos, University of Alicante, Alicante, 03080, Spain. abia@dlsi.ua.es
Abstract:Experimenting with some changes and simplifications to the Alopex algorithm, we obtained a new faster version (Alopex-B), that also shows lower failure rates on training attempts. Like Alopex, our version is network-architecture independent, does not require error or transfer functions to be differentiable, has a high potential for parallelism, and is stochastic (which helps avoid local minima), but unlike Alopex it follows no annealing scheme, and uses less parameters which makes it simpler to implement and to use.
Keywords:
本文献已被 PubMed 等数据库收录!
设为首页 | 免责声明 | 关于勤云 | 加入收藏

Copyright©北京勤云科技发展有限公司  京ICP备09084417号