Artificial Neural Networks

Course Nos. 0909-560-01, 0909-454-01

Fall 2004
Tentative Course Schedule

Week
(Date)		 Topic
Chapter 
   Information 
Week 1
(Sep 13)		 Introduction to Neural Networks
The Perceptron
 1
 Lecture 1
Week 2 
(Sep 20)		 Learning Paradigms, LMS Algorithm
Lab Project 1
2 
 Lecture 2
Week 3
(Sep 27)		 Multi-layer Perceptrons (MLP) 
Backpropagation Algorithm
3 
 Lecture 3
Week 4
(Oct 4)		  Backprop. (contd)
Lab Project 2
4 
 Lecture 4
Week 5
(Oct 11)		 MLP (contd.)
4 
 Lets do lab
Week 6 
(Oct 18)		 Radial Basis Function (RBF) 
Networks
Lab Project 3
5 
 Lecture 6
Week 7
(Oct 25)		 RBF Networks (contd.)
Approximation Theory
 5
 Lecture 7
Week 8
(Nov 1)		 Fuzzy Neural Networks
Handout
Week 9
(Nov 8)		 Hopfield Neural Networks
14
Handout
Week 10
(Nov 15)		 Self organizing maps
9
 Lecture 10
Week 11
(Nov 22)		 Final Project Presentations


Week 12
(Nov 29)		 Final Project Presentations

Multisensor Data Fusion

Bram, Justin G. bramj66@students.rowan.edu
Mease, Philip S. measep43@students.rowan.edu
Glasser, Frederick S. glasse19@students.rowan.edu

Paper Review: pRAM Based Artificial Neural Networks
Kandalam, Ravi Kiran  kandal82@students.rowan.edu 
FPGA Neural Nets (IBM ZISC)
Rauth, David A. rauthd77@students.rowan.edu
Turowski, Mark P. turows16@students.rowan.edu

Week 13
(Dec 6)		 Final Project Presentations
Texture Recognition
Cook, John P.  cookj13@students.rowan.edu
Aureli, Francis A. aureli22@students.rowan.edu

AD Diagnosis

Gandhi, Hardik P. gandhi89@students.rowan.edu
Parikh, Devi N. parikh55@students.rowan.edu
Stepenosky, Nicholas C. stepen91@students.rowan.edu

Streetlight Life Estimation

Kim, William   kimw92@students.rowan.edu
Van Ostenbridge, Ronald, Jr. vanost52@students.rowan.edu
Alestra, Matthew J. alestr29@students.rowan.edu

Week 14
(Dec 13)		 Final Project Presentations

Tomographic Reconstruction

Barrot, Daniel J. barrot29@students.rowan.edu
Perri, Charles C. perric23@students.rowan.edu
Suarez, Hector suarez62@students.rowan.edu

Paper Review: Visual Road Sign Detection

Kanach, Christopher   kanach39@students.rowan.edu
Heston, William A., III heston47@students.rowan.edu
Watson, Jason M.  watson40@students.rowan.edu
Fault Detection in Optical Media
O'Hanlon, Kevin K.    ohanlo36@students.rowan.edu
Digneo, Gregory C. digneo65@students.rowan.edu

Week 15
(Dec 20)		 Final Project Presentations

ECG Analysis

Gardner, John D.        gardne48@students.rowan.edu
Vanderslice, Amy vander32@students.rowan.edu
Williams, Christopher D. willia6q@students.rowan.edu

Architectures for ISHM in Gensym

Morris, Jonathan A.    morris10@students.rowan.edu
Garwood, Gregory H garwoo06@students.rowan.edu
Marbach, Matthew J. marbac50@students.rowan.edu

Process Level Multisensor Data Fusion

Nickles, Donald A.     nickle07@students.rowan.edu
Giordano, Patrick A., Jr. giorda41@students.rowan.edu
Mascioli, Christopher A. mascio88@students.rowan.edu

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