Modeling of Hidden Layer Architecture in Multilayer Artificial Neural Networks

Author:

Wagarachchi Mihirini,Karunananda Asoka

Publisher

Springer Singapore

Reference23 articles.

1. Liu, Y., Starzyk, J.A., Zhu, Z.: Optimizing number of hidden neurons in neural networks. EeC 1(1), 6 (2007)

2. Amini, J.: Optimum learning rate in back-propagation neural network for classification of satellite images (IRS-1D). Sci. Iran. 15(6), 558–567 (2008)

3. Castellano, G., Fanelli, A.M., Pelillo, M.: An iterative pruning algorithm for feedforward neural networks. IEEE Trans. Neural Netw. 8(3), 519–531 (1997)

4. Lippmann, R.: An introduction to computing with neural nets. IEEE ASSP Mag. 4(2), 4–22 (1987)

5. LeCun, Y.: Generalization and network design strategies. In: Connectionism in Perspective, vol. 19, pp. 143–155. Elsevier, Amsterdam (1989)

Cited by 4 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. Simplified Artificial Neural Network Configuration in R Programming for Predictive Modelling;2023 IEEE 8th International Conference on Recent Advances and Innovations in Engineering (ICRAIE);2023-12-02

2. Estimation of nanofluids viscosity using artificial neural network: application on the lubricant poly-alpha-olefin boron nitride;The European Physical Journal Plus;2023-08-07

3. Genetic Algorithm-Based Optimal Deep Neural Network for Detecting Network Intrusions;Machine Intelligence and Data Science Applications;2022

4. Determine the Architecture of ANNs by Using the Peak Search Algorithm and Delta Values;2021 5th SLAAI International Conference on Artificial Intelligence (SLAAI-ICAI);2021-12-06

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