Σ
Perceptron & Logic Gates
AND
OR
NAND
NOR
XOR
Linearly Separable
Acc: 100% (4/4)
Decision Boundary & Half-Planes
1.0·x₁ + 1.0·x₂ - 1.5 = 0
Non-Separable:
No single line separates XOR.
2-Line Solution
Inputs:
x₁: 0
x₂: 0
z =
-1.50
ŷ (Step):
0
Perceptron Learning (PLA)
Epoch: 0
Step PLA
Auto Train
Randomise
Weight w₁:
1.0
Weight w₂:
1.0
Bias b:
-1.5
Truth Table Verification
ŷ = Step(z)
x₁, x₂
Target
z
Pred
Status