Deep Learning

Screenshot taken from Coursera

x1 x2 x3 x1 OR x2 OR (NOT x3)
0 0 0 0
0 0 1 0
0 1 0 0
0 1 1 0
1 0 0 1
1 0 1 1
1 1 0 1
1 1 1 1
(x1,x2,x3) label
(0,0,0) -
(0,0,1) -
(0,1,0) -
(0,1,1) -
(1,0,0) +
(1,0,1) +
(1,1,0)) +
(1,1,1) +
  • Case 2: x1 AND x2 AND NOT x3
x1 x2 x3 x1 AND x2 AND (NOT x3)
0 0 0 0
0 0 1 0
0 1 0 0
0 1 1 0
1 0 0 0
1 0 1 0
1 1 0 1
1 1 1 0
(x1,x2,x3) label
(0,0,0) -
(0,0,1) -
(0,1,0) -
(0,1,1) -
(1,0,0) -
(1,0,1) -
(1,1,0)) +
(1,1,1) -
  • Case 3: x1 OR (x2 AND NOT x3)
x1 x2 x3 x1 OR (x2 AND NOT x3)
0 0 0 0
0 0 1 0
0 1 0 1
0 1 1 0
1 0 0 0
1 0 1 0
1 1 0 1
1 1 1 0
(x1,x2,x3) label
(0,0,0) -
(0,0,1) -
(0,1,0) +
(0,1,1) -
(1,0,0) -
(1,0,1) -
(1,1,0)) +
(1,1,1) -

Screenshot taken from Coursera

Screenshot taken from Coursera