Neural Network Quiz

Neurons in neural networks are inspired by biological neurons. (True/False)

• True

• False

Learning in a neural network involves adjusting weights and biases to improve performance in solving a given problem. (True/False)

• True

• False

Programming a system to recognize handwritten digits makes the task easier compared to recognizing them manually. (True/False)

• True

• False

Hidden layers in a neural network are irrelevant and do not contribute to the processing of information. (True/False)

• True

• False

The resolution of the image representing the digit 3 in the provided text is 28x28 pixels. (True/False)

• True

• False

The activation of a neuron in the second layer is determined solely by its connections to neurons in the previous layer. (True/False)

• True

• False

The brain's ability to recognize different renditions of the digit 3 is hindered by variations in pixel values. (True/False)

• True

• False

The first layer of the neural network described in the text contains 784 neurons. (True/False)

• True

• False

The activation of neurons in the last layer of the neural network represents the system's confidence in the digit classification. (True/False)

• True

• False

The total number of weights and biases in the provided neural network configuration is less than 10,000. (True/False)

• True

• False