Testbed System for Soft Computing with Neural Networks

机译：神经网络软计算测试平台系统

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摘要

In this paper we present a testbed system for soft computing to support the use of neural networks in science and engineering. There were several projects done by engineering students using this system at Warsaw University of Technology. In the projects we covered different techniques of soft computing. In this paper we concentrate on artificial neural networks (NN) because: (a) NN are directly applicable to solve many engineering and science problems (b) NN are mature enough for reliable software implementation e.g. in MatLab with NN library (c) NN can be explained on many levels of understanding and not always all levels of understanding are necessary to apply NN in practical situations.

机译：在本文中，我们提出了一种用于软计算的测试平台系统，以支持神经网络在科学和工程中的使用。华沙理工大学的工程系学生使用该系统完成了多个项目。在这些项目中，我们介绍了不同的软计算技术。在本文中，我们专注于人工神经网络（NN），因为：（a）NN可直接用于解决许多工程和科学问题（b）NN已经足够成熟，可以可靠地实现软件，例如在具有NN库的MatLab中（c）NN可以在很多层次上进行解释，而并非总是需要所有层次的理解才能将NN应用于实际情况。

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来源
《2012 international conference on future communication and computer technology》|2012年|5-9|共5页
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作者
Mikolaj Baszun; Bogdan Denny Czejdo; Lukasz Kuc;
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作者单位

Department of Electronics and Information Technology Warsaw University of Technology Nowowiejska 15/19, 00-665 Warsaw, Poland;

Department of Mathematics and Computer Science, Fayetteville State University Fayetteville, NC 28301, USA;

Department of Electronics and Information Technology Warsaw University of Technology Nowowiejska 15/19, 00-665 Warsaw, Poland;

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原文格式 PDF
正文语种 eng
中图分类计算技术、计算机技术;
关键词
Soft Computing; Neural Networks;

机译：软计算;神经网络;

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Testbed System for Soft Computing with Neural Networks

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