Question

 Consider the single layer perception given below:

 

Image ignouacademy-com--p-academy-31184

 

The activation function is:


equation
Obtain the output for each of the following input pattern:

Patterns  


p1​
 

 


p2​
 

 


p3​
 

 


p4​
 

 


x1
 

1 0 1 1
 


x2
 

0 1 0 1
 


x3
 

0 1 1 1
10 Jan 2026
Answer :
Word Count : 225
We compute the net input [ v = w_1 x_1 + w_2 x_2 + w_3 x_3 ] with weights [ w_1=2,\quad w_2=-4,\quad w_3=2 ] and activation function [ \phi(v)= \begin{cases} 1, & v \ge 0\ 0, & v < 0 \end{cases} ] ### Given input patterns | Pattern | (x_1) | (x_2) | (x_3) | | ------- | ----- | ----- | ----- | | P1 | 1
__________ _________ ___ __________ ______ __________ ___ _________ ______.
________ ________ ______ _________ ______ __________ ____ _____ _____ _________.
___ __________ _____ _______ ___.
___ ____ ____ ____ _____ ____ ___ ________ ______ ___ ______ _____.
______ ______ __________ ________ ________ ____ __________ ____ _________ _______.
______ ________ _______ ___ _____ ________ ________.
____ ___ ___ _____ ________ ___ __________.
______ ______ __________ _____ _________ __________.
_________ ______ ____ _________ ____ ___ _____ _____.
________ __________ __________ __________ ___ _______ _______.
______ _________ ______ ___ _________ ________ __________ ________ _____ _______ ___ ______.
___ __________ ____ _________ ______ ______ ____ ___ ___ __________ _________ ________.
________ __________ _________ __________ _______.
____ ___ ________ ________ ______ _______ ____ ________ ______ _____.
_________ ___ _____ ______ _______ ____ ________ ____ _____ __________ ___.
_________ __________ _______ _____ ______ ________ _________ _______ ___.
_______ ___ ______ _____ _________ ___ __________.
__________ _______ _________ ____ ____ ______ ____ _______.
_________ _____.
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