goto UNSW  home page  
Contacts Library myUNSW WebCT
 Neural Networks - COMP9444
PRINT THIS PAGE
 Library lawn
   
   
   
 
Campus: Kensington Campus
 
 
Career: Undergraduate
 
 
Units of Credit: 6
 
 
EFTSL: 0.125 (more info)
 
 
Contact Hours per Week: 3
 
 
Enrolment Requirements:
 
 
Prerequisite: COMP2011 or COMP2711 or COMP2911, 12uc COMP3### or COMP4###.
 
 
Excluded: COMP9844
 
 
Fee Band: 2 (more info)
 
 
Further Information: See Class Timetable
 
  

Description

Topics chosen from: Network architectures: perceptrons, Hopfield and Kohonen nets, ART models, back-propagation trained feed-forward networks, recurrent nets, weightless nets. Computational complexity analysis of training neural network architectures. Probabilistic analysis of generalisation capabilities of feed-forward networks. Hardware based neural nets. Introduction to fuzzy logic, neurotrained nets; designing successful applications of neural networks; tensor product networks; and recent developments in neural networks. The assessment will include a lab project related to application of neural nets.

Further Information

URL for this page:

© The University of New South Wales (CRICOS Provider No.: 00098G), 2004-2011. The information contained in this Handbook is indicative only. While every effort is made to keep this information up-to-date, the University reserves the right to discontinue or vary arrangements, programs and courses at any time without notice and at its discretion. While the University will try to avoid or minimise any inconvenience, changes may also be made to programs, courses and staff after enrolment. The University may also set limits on the number of students in a course.