CSCI-736: NEURAL NETWORKS AND MACHINE LEARNING

 

RIT Department of Computer Science
Syllabus ----- Schedule

CSCI-736 Neural Networks and Machine Learning Schedule

RIT Academic Calendar

Week Topics Homework Reading Special Events and Due Dates
1  Introduction  AI review  see mycourses  Online discussion: what is my goal in this class?
2 Machine learning research and innovation  Tools 1  see mycourses  Guest lecturer on patent search
3  Perceptron model, introduction into learning  Tools 2 see mycourses  
4  ANN supervised learning  Tools 3  see mycourses  Assignment 1 due
5  MLP model  Tools 4  see mycourses  
6  ANN design and development  Tools 5  see mycourses  Project 1 due
7  Data preprocessing for ANN  Tools 6  see mycourses  
8  RBF  Tools 7  see mycourses  Project 2 due
9  Machine learning tie dependence    see mycourses  
10  Hebbian learning    see mycourses  Project 3 due
11  Recurrent ANN and techniques    see mycourses  
12  Competetive learning, SOM    see mycourses  
13  Machine learning overview    see mycourses  Project 4 due
14  Hopfield networks    see mycourses  End term test
15  Project and research presentations    see mycourses  Project 5 due
16        

updated: Monday April 16 11:40:00 EST 2012