The concept behind neural networks is to
A) identify a function that accurately maps a set of input values to a corresponding set of output values
B) simulate how the classification process works
C) estimate a linear relationship between input and output values
D) develop a relationship that maps input values to an arbitrary set of output values

Question

Quizplus · Accepted Answer

The concept behind neural networks is to identify a function that accurately maps a set of input values to a corresponding set of output values. This is done by training the neural network on a set of input-output pairs, adjusting the weights and biases of the neurons to minimize the difference between the network's output and the desired output for each input. In this way, the neural network can learn to generalize from the training data and accurately predict the output for new inputs.

The Concept Behind Neural Networks Is to