In an artificial neural network,which of the Boolean operations AND,OR,and XOR can a single neuron with two inputs be programmed to compute?
A) AND only
B) OR only
C) XOR only
D) AND and OR only

Question

Quizplus · Accepted Answer

A single neuron can compute either AND or OR operation with two inputs by setting appropriate weights and bias. However, for the XOR operation, a single neuron cannot generate the necessary decision boundary to separate the two classes. Therefore, a single neuron cannot compute XOR operation, but it can compute both AND and OR operations. Hence, the best choice is D, which includes both AND and OR operations.

In an Artificial Neural Network,which of the Boolean Operations AND,OR,and