INTRODUCTION OF NEURAL NETWORK
EE5904/EE5404 Neural Network
2014/1/16
EE5904/ME5404 Neural Networks
Lecture 1
EE5904R/ME5404:
Neural Networks
Xiang Cheng
Associate Professor
Department of Electrical & Computer Engineering
The National University of Singapore
Phone: 65166210 Office: Block E4-08-07
Email: elexc@nus.edu.sg
EE5904/ME5404 Neural Networks
1
Lecture 1
Lecturers
•Dr. Xiang Cheng
•Dr. Chen Chao Yu, Peter, Dept. of Mechanical Engineering, NUS
Teaching Assistant
•Ramesh Bharath
Office: Control and Simulations Lab, E4A-03-04
Tel:
65164404
Email: a0065612@nus.edu.sg
2
1
EE5904/EE5404 Neural Network
2014/1/16
EE5904/ME5404 Neural Networks
Lecture 1
Assessment:
•Continuous Assessment (CA):
40%
•20% three assignments from Dr. Xiang.
•20% mini-projects from Dr. Chen.
•Final Exam:
60%, 7 May, 2014
•Four compulsory questions; Closed book (One A4 data sheet allowed)
Simulation Tools: MATLAB with NEURAL NETWORK toolbox
If you do not have access to MATLAB, please visit the PC clusters at Engineering: http://www.eng.nus.edu.sg/eitu/pc.html 3
EE5904/ME5404 Neural Networks
Lecture 1
Textbook:
EE5904R/ME5404 NEURAL NETWORKS
Neural Networks and Learning
Machines:
International
Version, 3/e
Author
: Simon Haykin
Publisher : Pearson
ISBN
: 9780131293762
Available at NUS Co-op @
Forum !!
4
2
EE5904/EE5404 Neural Network
2014/1/16
EE5904/ME5404 Neural Networks
Lecture 1
What should you expect from this module?
4
Learning Objectives
Introduce the students to fundamental concepts and applications of artificial neural networks:
1.
To understand the structures and learning processes of artificial neural networks; Human brain computes in a very different way from PC…
2.
To learn the significance of neural computing technology and its application to real world pattern classification and regression problems;
3.
To experience the use of simulation tool
2014/1/16
EE5904/ME5404 Neural Networks
Lecture 1
EE5904R/ME5404:
Neural Networks
Xiang Cheng
Associate Professor
Department of Electrical & Computer Engineering
The National University of Singapore
Phone: 65166210 Office: Block E4-08-07
Email: elexc@nus.edu.sg
EE5904/ME5404 Neural Networks
1
Lecture 1
Lecturers
•Dr. Xiang Cheng
•Dr. Chen Chao Yu, Peter, Dept. of Mechanical Engineering, NUS
Teaching Assistant
•Ramesh Bharath
Office: Control and Simulations Lab, E4A-03-04
Tel:
65164404
Email: a0065612@nus.edu.sg
2
1
EE5904/EE5404 Neural Network
2014/1/16
EE5904/ME5404 Neural Networks
Lecture 1
Assessment:
•Continuous Assessment (CA):
40%
•20% three assignments from Dr. Xiang.
•20% mini-projects from Dr. Chen.
•Final Exam:
60%, 7 May, 2014
•Four compulsory questions; Closed book (One A4 data sheet allowed)
Simulation Tools: MATLAB with NEURAL NETWORK toolbox
If you do not have access to MATLAB, please visit the PC clusters at Engineering: http://www.eng.nus.edu.sg/eitu/pc.html 3
EE5904/ME5404 Neural Networks
Lecture 1
Textbook:
EE5904R/ME5404 NEURAL NETWORKS
Neural Networks and Learning
Machines:
International
Version, 3/e
Author
: Simon Haykin
Publisher : Pearson
ISBN
: 9780131293762
Available at NUS Co-op @
Forum !!
4
2
EE5904/EE5404 Neural Network
2014/1/16
EE5904/ME5404 Neural Networks
Lecture 1
What should you expect from this module?
4
Learning Objectives
Introduce the students to fundamental concepts and applications of artificial neural networks:
1.
To understand the structures and learning processes of artificial neural networks; Human brain computes in a very different way from PC…
2.
To learn the significance of neural computing technology and its application to real world pattern classification and regression problems;
3.
To experience the use of simulation tool