An application of artificial neural networks in the classroom

被引:0
|
作者
University of Southern Mississippi [1 ]
不详 [2 ]
不详 [3 ]
机构
来源
Computers in Education Journal | 2003年 / 13卷 / 02期
关键词
Algorithms - Computer software - Computer systems - Neural networks - Surface mount technology - Technological forecasting;
D O I
暂无
中图分类号
学科分类号
摘要
This paper presents an example of integrating computer systems into the engineering technology curriculum. The study examines the process for applying artificial neural networks to the accurate prediction of market forecasting in the surface mount technology marketplace. NeuroShell 2 software is used to build the prediction algorithm. The background and importance of surface mount technology is covered. An overview of artificial neural networks, as applied to forecasting, is provided. The discussion includes a description of the design methodology for the case study, as well as the outcomes of the process.
引用
收藏
页码:47 / 57
相关论文
共 50 条
  • [1] Artificial neural networks and their application to weapons
    Webster, Willard P., 1600, (103):
  • [2] Application of artificial neural networks to chemostratigraphy
    Malmgren, BA
    Nordlund, U
    PALEOCEANOGRAPHY, 1996, 11 (04): : 505 - 512
  • [3] ARTIFICIAL NEURAL NETWORKS AND THEIR APPLICATION TO WEAPONS
    WEBSTER, WP
    SHUMAKER, RP
    WARE, JR
    NAVAL ENGINEERS JOURNAL, 1991, 103 (04) : 96 - 98
  • [4] An application of artificial neural networks in linguistics
    Zupan, J
    SCIENTIFIC APPLICATIONS OF NEURAL NETS, 1999, 522 : 224 - 242
  • [5] ARTIFICIAL NEURAL NETWORKS AND THEIR APPLICATION TO WEAPONS
    WEBSTER, WP
    NAVAL ENGINEERS JOURNAL, 1991, 103 (03) : 46 - 59
  • [6] Application of artificial neural networks in anesthesiology
    Kück, K
    Haryadi, DG
    Westenskow, DR
    STATE-OF-THE-ART TECHNOLOGY IN ANESTHESIA AND INTENSIVE CARE, 1998, 1168 : 201 - 213
  • [7] Application of Automaton Neural Networks to artificial agents
    Univ of the Ryukyus, Okinawa, Japan
    Int Conf Knowledge Based Intell Electron Syst Proc KES, (224-228):
  • [8] The application of Artificial Neural Networks to stellar classification
    Jones, CAL
    Irwin, M
    vonHippel, T
    ASTRONOMICAL DATA ANALYSIS SOFTWARE AND SYSTEMS V, 1996, 101 : 21 - 24
  • [9] The Application of Artificial Neural Networks in Learning Analytics
    Jamila, Mustafina
    Lenar, Galiullin
    Rustam, Valiev
    Mahyoub, Mohammed
    2020 13TH INTERNATIONAL CONFERENCE ON DEVELOPMENTS IN ESYSTEMS ENGINEERING (DESE 2020), 2020, : 384 - 389
  • [10] Application of Artificial Neural Networks to stylometric analysis
    Stanczyk, Urszula
    Cyran, Krzysztof A.
    PROCEEDINGS OF THE 8TH WSEAS INTERNATIONAL CONFERENCE ON SYSTEMS THEORY AND SCIENTIFIC COMPUTATION (ISTAC'08): NEW ASPECTS OF SYSTEMS THEORY AND SCIENTIFIC COMPUTATION, 2008, : 25 - 30