Neural Networks
Exam 2, 1 April 2009
This is a 50 minute exam. No books, notes, calculators, or other materials or devices may be
used to assist you. Solve exactly five (5) of the following six (6) problems. Make it clear which
five problems you are solvi

Neural Networks, CAP 6615
Program 3, Due 21 February 2011
Your job is to implement a multilayer perceptron (MLP) in Matlab and test its performance on
three data sets provided along with this assignment.
The MLP will be implemented with two functions:
M =

Program Report
UFID: 72349479
Lin Qi
I,_Lin Qi_, understand the Academic Honesty Guidelines and nor do I share my codes to others
or receive further assistance on my program.
1 General
In my program, I have successfully implemented the working process of

Program Report
UFID: 72349479
Lin Qi
I,_Lin Qi_, understand the Academic Honesty Guidelines and nor do I share my
codes to others or receive further assistance on my program.
1 General
In my program, I have successfully implemented the working process of

Neural Networks, CAP 6615
Homework 5, Due 18 March 2011
1. (Haykin Problem 6.22) Equations (6.77), (6.78), and (6.79) describe three important properties of
the inner product f , g defined in Eq. (6.75). Prove the properties described in those three
equat

Neural Networks, CAP 6615
Homework 5, Due 18 March 2011
1. (Haykin Problem 6.22) Equations (6.77), (6.78), and (6.79) describe three important properties of
the inner product f , g defined in Eq. (6.75). Prove the properties described in those three
equat

Neural Networks
1.
Homework 4, Due 24 February 2010
(Problem 5.3 from Haykin) The example given in Fig. 5.1b depicts a spherically separable
dichotomy. Assume that the four data points outside the separating surface lie on a circle and that the
only data

Neural Networks
Homework 3, Due 8 February 2010
1. On page 148-149, Haykin discusses how to select initial weights. He notes that LeCun suggested
the standard deviation of the weights for all syanpses coming into a particular node j, namely
w , should be