Cubic neural unit for control applications

K. Y. Song; S. Redlapalli; M. M. Gupta

doi:10.1109/ISUMA.2003.1236181

Cubic neural unit for control applications

K. Y. Song, S. Redlapalli, M. M. Gupta^*

^*此作品的通讯作者

University of Saskatchewan

科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

6 引用（Scopus）

摘要

A novel neural structure called a cubic neural unit (CNU) is developed. The CNU can be used as a nonlinear controller for controlling the continuous dynamic plants. The structure and the mathematical details of the CNU are described briefly, and an example is used to show the usefulness of the CNU as a nonlinear controller. Neural structures, linear and quadratic, are used as state controllers for complex control systems such as satellite control. Results of all neural structures as neurocontrollers are shown.

源语言	英语
主期刊名	4th International Symposium on Uncertainty Modeling and Analysis, ISUMA 2003
编辑	Nii O. Attoh-Okine, Bilal M. Ayyub
出版商	Institute of Electrical and Electronics Engineers Inc.
页	324-329
页数	6
ISBN（电子版）	0769519970, 9780769519975
DOI	https://doi.org/10.1109/ISUMA.2003.1236181
出版状态	已出版 - 2003
已对外发布	是
活动	4th International Symposium on Uncertainty Modeling and Analysis, ISUMA 2003 - College Park, 美国期限: 21 9月 2003 → 24 9月 2003

出版系列

姓名	4th International Symposium on Uncertainty Modeling and Analysis, ISUMA 2003

会议

会议	4th International Symposium on Uncertainty Modeling and Analysis, ISUMA 2003
国家/地区	美国
市	College Park
时期	21/09/03 → 24/09/03

访问文件

10.1109/ISUMA.2003.1236181

其它文件与链接

链接到 Scopus 的出版物

引用此

Song, K. Y., Redlapalli, S., & Gupta, M. M. (2003). Cubic neural unit for control applications. 在 N. O. Attoh-Okine, & B. M. Ayyub (编辑), 4th International Symposium on Uncertainty Modeling and Analysis, ISUMA 2003 (页码 324-329). 文章 1236181 (4th International Symposium on Uncertainty Modeling and Analysis, ISUMA 2003). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ISUMA.2003.1236181

Song, K. Y. ; Redlapalli, S. ; Gupta, M. M. / Cubic neural unit for control applications. 4th International Symposium on Uncertainty Modeling and Analysis, ISUMA 2003. 编辑 / Nii O. Attoh-Okine ; Bilal M. Ayyub. Institute of Electrical and Electronics Engineers Inc., 2003. 页码 324-329 (4th International Symposium on Uncertainty Modeling and Analysis, ISUMA 2003).

@inproceedings{64cdc9a12b89477ea191208e6abf7c73,

title = "Cubic neural unit for control applications",

abstract = "A novel neural structure called a cubic neural unit (CNU) is developed. The CNU can be used as a nonlinear controller for controlling the continuous dynamic plants. The structure and the mathematical details of the CNU are described briefly, and an example is used to show the usefulness of the CNU as a nonlinear controller. Neural structures, linear and quadratic, are used as state controllers for complex control systems such as satellite control. Results of all neural structures as neurocontrollers are shown.",

keywords = "Control systems, Differential equations, Feedforward neural networks, Intelligent systems, Mechanical engineering, Multi-layer neural network, Neural networks, Neurons, Nonlinear systems, Satellites",

author = "Song, {K. Y.} and S. Redlapalli and Gupta, {M. M.}",

note = "Publisher Copyright: {\textcopyright} 2003 IEEE.; 4th International Symposium on Uncertainty Modeling and Analysis, ISUMA 2003 ; Conference date: 21-09-2003 Through 24-09-2003",

year = "2003",

doi = "10.1109/ISUMA.2003.1236181",

language = "English",

series = "4th International Symposium on Uncertainty Modeling and Analysis, ISUMA 2003",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

pages = "324--329",

editor = "Attoh-Okine, {Nii O.} and Ayyub, {Bilal M.}",

booktitle = "4th International Symposium on Uncertainty Modeling and Analysis, ISUMA 2003",

address = "United States",

}

Song, KY, Redlapalli, S & Gupta, MM 2003, Cubic neural unit for control applications. 在 NO Attoh-Okine & BM Ayyub (编辑), 4th International Symposium on Uncertainty Modeling and Analysis, ISUMA 2003., 1236181, 4th International Symposium on Uncertainty Modeling and Analysis, ISUMA 2003, Institute of Electrical and Electronics Engineers Inc., 页码 324-329, 4th International Symposium on Uncertainty Modeling and Analysis, ISUMA 2003, College Park, 美国, 21/09/03. https://doi.org/10.1109/ISUMA.2003.1236181

Cubic neural unit for control applications. / Song, K. Y.; Redlapalli, S.; Gupta, M. M.
4th International Symposium on Uncertainty Modeling and Analysis, ISUMA 2003. 编辑 / Nii O. Attoh-Okine; Bilal M. Ayyub. Institute of Electrical and Electronics Engineers Inc., 2003. 页码 324-329 1236181 (4th International Symposium on Uncertainty Modeling and Analysis, ISUMA 2003).

科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

TY - GEN

T1 - Cubic neural unit for control applications

AU - Song, K. Y.

AU - Redlapalli, S.

AU - Gupta, M. M.

PY - 2003

Y1 - 2003

N2 - A novel neural structure called a cubic neural unit (CNU) is developed. The CNU can be used as a nonlinear controller for controlling the continuous dynamic plants. The structure and the mathematical details of the CNU are described briefly, and an example is used to show the usefulness of the CNU as a nonlinear controller. Neural structures, linear and quadratic, are used as state controllers for complex control systems such as satellite control. Results of all neural structures as neurocontrollers are shown.

AB - A novel neural structure called a cubic neural unit (CNU) is developed. The CNU can be used as a nonlinear controller for controlling the continuous dynamic plants. The structure and the mathematical details of the CNU are described briefly, and an example is used to show the usefulness of the CNU as a nonlinear controller. Neural structures, linear and quadratic, are used as state controllers for complex control systems such as satellite control. Results of all neural structures as neurocontrollers are shown.

KW - Control systems

KW - Differential equations

KW - Feedforward neural networks

KW - Intelligent systems

KW - Mechanical engineering

KW - Multi-layer neural network

KW - Neural networks

KW - Neurons

KW - Nonlinear systems

KW - Satellites

UR - http://www.scopus.com/inward/record.url?scp=84860851694&partnerID=8YFLogxK

U2 - 10.1109/ISUMA.2003.1236181

DO - 10.1109/ISUMA.2003.1236181

M3 - Conference contribution

AN - SCOPUS:84860851694

T3 - 4th International Symposium on Uncertainty Modeling and Analysis, ISUMA 2003

SP - 324

EP - 329

BT - 4th International Symposium on Uncertainty Modeling and Analysis, ISUMA 2003

A2 - Attoh-Okine, Nii O.

A2 - Ayyub, Bilal M.

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 4th International Symposium on Uncertainty Modeling and Analysis, ISUMA 2003

Y2 - 21 September 2003 through 24 September 2003

ER -

Song KY, Redlapalli S, Gupta MM. Cubic neural unit for control applications. 在 Attoh-Okine NO, Ayyub BM, 编辑, 4th International Symposium on Uncertainty Modeling and Analysis, ISUMA 2003. Institute of Electrical and Electronics Engineers Inc. 2003. 页码 324-329. 1236181. (4th International Symposium on Uncertainty Modeling and Analysis, ISUMA 2003). doi: 10.1109/ISUMA.2003.1236181

Cubic neural unit for control applications

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