Neural Networks Unleashed Quiz 1

Which component of a perceptron assigns importance to inputs?

• Summation Function

• Bias

• Activation Function

• Weights

What are the functions that comprise a perceptron?

• Summation Function

• Learning Algorithm

• Loss Function

• Activation Function

The application of neural networks in analyzing and generating human language falls under which of the following fields?

• Speech Recognition

• Natural Language Processing

• Time Series Forecasting

• Reinforcement Learning

GPU cores are less powerful than CPU cores and have less memory.

• True
• False

Which of the following statements are false?

• GPUs handle compute-intensive applications more efficiently than CPUs.

• CPUs can process more operations in parallel as their cores are more powerful than GPU cores.

• CPUs can switch between different instruction sets more rapidly than GPUs.

• GPUs are preferred to CPUs in deep learning applications.

The technical term for the interconnected nodes within a neural network is (a)   .

What is the partial derivative of Y wrt b?

• -d

• e

• e - d

• e + d

What is the activation function for a threshold value of 5?

• y = 5

• y = 5x

• y = {0, x < 5

  1, x >= 5

• y = {0, x < 5

  5, x >= 1

(a)   is the component of the summation function that corrects skew in input data.

A computational graph is a way to represent math functions using nodes that are interconnected by edges.

• True
• False