Enhancing the non-linear modelling capabilities of MLP neural networks using spread encoding

Author:

Gomm J.B.,Williams D.,Evans J.T.,Doherty S.K.,Lisboa P.J.G.

Publisher

Elsevier BV

Subject

Artificial Intelligence,Logic

Reference23 articles.

1. Determining model structure for neural models by network stripping;Bhat;Comput. Chem. Eng.,1992

2. Properties of neural networks with applications to modelling non-linear dynamical systems;Billings;Int. J. Control,1992

3. Correlation based model validity tests for non-linear models;Billings;Int. J. Control,1986

4. Approximations by superposition of a sigmoidal function;Cybenko;Math. Control Signal Systems,1989

5. Practical considerations on the implementation of neural networks for non-linear system identification;Doherty,1994

Cited by 14 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. A Study on the Closed-Loop Performance in Extrapolated Regions of Operations of Nonlinear Systems Using Parallel OBF-NN Models;Journal of Chemical Engineering of Japan;2016

2. Analysis–adjustment–synthesis networks;Connection Science;2007-08-28

3. Generalised NARX shunting neural network modelling of friction;Mechanical Systems and Signal Processing;2007-01

4. Modelling a variable valve timing spark ignition engine using different neural networks;Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering;2004-10-01

5. Enhanced Neural Network Modelling for a Real Multi-variable Chemical Process;Neural Computing & Applications;2002-04-29

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3