راهچ
هــبنش
30
رهم
هام
9 139
Assignment 1 Use
MATLAB NEURAL NETWORKS TOOLBOX or the
Neunet (Desire) system to develop several variations of single-layer feed-forward networks that are able to learn sets of patterns. A set of patterns is learned if the TSS becomes zero. Note it may
not be possible to learn
a particular set of patterns 1. The basic single-layer feed-forward (SLFF) program uses a
threshold activation function and the Delta learning rule. Try to learn (a) the
AND patterns, (b) the
OR patterns, (c) the
XOR patterns.
2. Change the threshold
activation function into a linear activation function. Then, repeat the three parts of Question 1 using the
linear activation function.
3. Change the linear activation function into a
sigmoid activation function. Then, repeat the three parts of Question 1 using the
sigmoid activation function.