Question

he neural network given below takes two binary valued inputs x1,x2 ϵ{0, 1} and the activation function is the binary threshold function (h(x)=l if x>0;O otherwise). Which of the following logical functions does it compute?

Answer 1

Solution is: AND gate

Answer 2

"Answer: AND gate.

When neural network uses two "binary values" and "binary threshold function" "(h(x)=l if x>0;O otherwise)".

The logical function it is computing is AND gate logical function.

The analytical formula for AND gate is

$f(a,b)\quad =\quad a\quad \times \quad b$

In this gate, even if one "input" is low then the "output" is low. The "output" is high only when both the "inputs" are high."