Title :
Computer-aided learning in artificial neural networks
Author :
Ringwood, J.V. ; Galvin, G.
Author_Institution :
Dept. of Electron. Eng., Nat. Univ. of Ireland, Maynooth, Ireland
fDate :
11/1/2002 12:00:00 AM
Abstract :
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.
Keywords :
Internet; courseware; electronic engineering computing; electronic engineering education; neural nets; CAL package; Java applets; MATLAB computational engine; World Wide Web; artificial neural networks; classroom-like environment; computer-aided learning; graduate course; Animation; Artificial neural networks; Computer aided instruction; Discussion forums; Engines; Java; MATLAB; Packaging; Web sites; World Wide Web;
Journal_Title :
Education, IEEE Transactions on
DOI :
10.1109/TE.2002.804401