Computer-aided learning in artificial neural networks

被引:14
|
作者
Ringwood, JV [1 ]
Galvin, G
机构
[1] Natl Univ Ireland Maynooth, Dept Elect Engn, Maynooth, Kildare, Ireland
[2] Ericsson Syst Expt Ltd, Radio Network Solut Ctr, Dublin 4, Ireland
关键词
artificial neural networks (ANNs); computer-aided learning (CAL); MATLAB; online learning; World Wide Web (WWW);
D O I
10.1109/TE.2002.804401
中图分类号
G40 [教育学];
学科分类号
040101 ; 120403 ;
摘要
This paper describes the development and evaluation of a computer-aided learning (CAL) package for a graduate course in artificial neural networks (ANNs). The package has been evaluated over a period of two academic years, both as an educational supplement to a conventional lecture course and as a completely self-sufficient, remotely taught course. The course is accessed via the World Wide Web (WWW). The course features Java applets for animation/demonstration purposes, employing the MATLAB computational engine for interactive examples and assignments. In an effort to provide a classroom-like environment, an interactive discussion forum is provided, along with weekly lecture summaries from the conventional lecture course. Automatically marked question pools are available for self-assessment.
引用
收藏
页码:380 / 387
页数:8
相关论文
共 50 条
  • [31] Data analysis using artificial neural networks and computer-aided decision making in the neonatal intensive care unit
    Walker, CR
    Frize, M
    Tong, YL
    PEDIATRIC RESEARCH, 1999, 45 (04) : 231A - 231A
  • [32] Evaluation and amelioration of computer-aided diagnosis with artificial neural networks utilizing small-sized sample sets
    Liu, K. Y.
    Smith, M. R.
    Fear, E. C.
    Rangayyan, R. M.
    BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2013, 8 (03) : 255 - 262
  • [33] Data Analysis Using Artificial Neural Networks and Computer-Aided Decision Making in the Neonatal Intensive Care Unit
    C Robin Walker
    Monique Frize
    Yanling Tong
    Pediatric Research, 1999, 45 : 231 - 231
  • [34] Three decades of machine learning with neural networks in computer-aided architectural design (1990-2021)
    Rhee, Jinmo
    Veloso, Pedro
    Krishnamurti, Ramesh
    DESIGN SCIENCE, 2023, 9
  • [35] Deep Convolutional Neural Networks for Computer-Aided Detection: CNN Architectures, Dataset Characteristics and Transfer Learning
    Shin, Hoo-Chang
    Roth, Holger R.
    Gao, Mingchen
    Lu, Le
    Xu, Ziyue
    Nogues, Isabella
    Yao, Jianhua
    Mollura, Daniel
    Summers, Ronald M.
    IEEE TRANSACTIONS ON MEDICAL IMAGING, 2016, 35 (05) : 1285 - 1298
  • [36] ARTIFICIAL NEURAL NETS IN COMPUTER-AIDED MACRO MOTOR UNIT POTENTIAL CLASSIFICATION
    SCHIZAS, CN
    PATTICHIS, CS
    SCHOFIELD, IS
    FAWCETT, PR
    MIDDLETON, LT
    IEEE ENGINEERING IN MEDICINE AND BIOLOGY MAGAZINE, 1990, 9 (03): : 31 - 38
  • [37] A multitarget training method for artificial neural network with application to computer-aided diagnosis
    Liu, Bei
    Jiang, Yulei
    MEDICAL PHYSICS, 2013, 40 (01)
  • [38] Computer-aided design of hydrocyclone networks
    Svarovsky, J
    Svarovsky, L
    HYDROCYCLONES '96, 1996, : 31 - 41
  • [39] Artificial Intelligence for Computer-Aided Drug Discovery
    Kate, Aditya
    Seth, Ekkita
    Singh, Ananya
    Chakole, Chandrashekhar Mahadeo
    Chauhan, Meenakshi Kanwar
    Singh, Ravi Kant
    Maddalwar, Shrirang
    Mishra, Mohit
    DRUG RESEARCH, 2023, 73 (07) : 369 - 377
  • [40] Ireland leads on computer-aided learning
    Birchard, K
    LANCET, 1998, 351 (9099): : 348 - 348