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CSC 578 Neural Networks and Machine Learning
 
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Course Description

A study of the basic structure of neural networks and how machines may learn. This will include analyses of decision trees, Bayesian learning, genetic algorithms, PAC, analytical and reinforcement learning. Neural networks to be studied include Hopfield, backpropagation, Kohonen, ART, and Neuro-Fuzzy. Students will explore current applications and design several learning systems. No prior background in artificial intelligence is assumed. PREREQUISITE(S): MAT 220 or MAT 262 or MAT 151.

Winter 2009-2010 Schedule

Section: 801 ID#: 20083 Day: Tu Time: 5:45 - 9:00 PM
Instructor: Noriko Tomuro  Location: LOOP   Room #
  Syllabi

Section: 810 ID#: 20084 Day:
Instructor: Noriko Tomuro  Location: DISTANCE
  Syllabi

Fall 2009-2010 Schedule

This course is not being taught this quarter

Summer 2008-2009 Schedule

This course is not being taught this quarter

SummerII 2008-2009 Schedule

This course is not being taught this quarter

Previous Syllabi
Neural Networks and Machine Learning (CSC-578-901-Spring 2008-2009) N. Tomuro
Neural Networks and Machine Learning (CSC-578-910-Spring 2008-2009) N. Tomuro
Neural Networks and Machine Learning (CSC-578-701-Fall 2008-2009) N. Tomuro
Neural Networks and Machine Learning (CSC-578-710-Fall 2008-2009) N. Tomuro
Neural Networks and Machine Learning (CSC-578-701-Fall 2007-2008) N. Tomuro
Neural Networks and Machine Learning (CSC-578-710-Fall 2007-2008) N. Tomuro
Neural Networks and Machine Learning (CSC-578-701-Fall 2006-2007) N. Tomuro
Neural Networks and Machine Learning (CSC-578-710-Fall 2006-2007) N. Tomuro
Neural Networks and Machine Learning (CSC-578-701-Fall 2005-2006) N. Tomuro
Neural Networks and Machine Learning (CSC-578-702-Fall 2005-2006) N. Tomuro
Neural Networks and Machine Learning (CSC-578-701-Fall 2004-2005) N. Tomuro
Neural Networks and Machine Learning (CSC-578-702-Fall 2004-2005) N. Tomuro
Neural Networks and Machine Learning (CSC-578-701-Fall 2003-2004) N. Tomuro
Neural Networks and Machine Learning (CSC-578-702-Fall 2003-2004) N. Tomuro
Neural Networks and Machine Learning (CSC-578-101-Fall 2002-2003) A. Morris
Neural Networks and Machine Learning (CSC-578-102-Fall 2002-2003) A. Morris
Neural Networks and Machine Learning (CSC-578-101-Fall 2001-2002) A. Morris
Neural Networks and Machine Learning (CSC-578-102-Fall 2001-2002) A. Morris
Previous Instructors
N. Tomuro - A. Morris
 
Course Details