Suppose that the weights corresponding to the Four inputs have the following values: W1=1, W2=- 0.2 ,W3=- 0.4and W3=- 0.6 Calculate what will be the output value y of the following input pattern: Pattern values When the following terms :- X4 Last four numbers from university ID X1 X2 X3 1. Using the activation is given by the step { 1 if v 2 0 function p(v) = 0otherwise

Computer Networking: A Top-Down Approach (7th Edition)
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Solve the question attached in Images.

Where University ID = 437818854

Suppose that the weights corresponding to the Four inputs have the following values:
Wi=1, W2=- 0.2 ,W3=- 0.4and W3=- 0.6 Calculate what will be the output value y of the
following input pattern:
Pattern
X1
X2
X3
X4
values
Last four numbers from university ID
When the following terms :-
1. Using the activation is given by the step
1 if v > 0
0 otherwise
function
e(v) =
(-1 if
< 0
2. Using the activation is given by the
Yq = fsh1(vq)={0 if
Vq
1 if
= 0
symmetric hard limiter (shl) double side
> 0
3. Using the activation is given by the sigmoid
1
y =
-X
nonlinearity
1+e
4. Using the activation is given by the
ex – e-x
y =
ex
Hyperbolic tangent function
Transcribed Image Text:Suppose that the weights corresponding to the Four inputs have the following values: Wi=1, W2=- 0.2 ,W3=- 0.4and W3=- 0.6 Calculate what will be the output value y of the following input pattern: Pattern X1 X2 X3 X4 values Last four numbers from university ID When the following terms :- 1. Using the activation is given by the step 1 if v > 0 0 otherwise function e(v) = (-1 if < 0 2. Using the activation is given by the Yq = fsh1(vq)={0 if Vq 1 if = 0 symmetric hard limiter (shl) double side > 0 3. Using the activation is given by the sigmoid 1 y = -X nonlinearity 1+e 4. Using the activation is given by the ex – e-x y = ex Hyperbolic tangent function
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