Understanding Neural Networks in AI

What is a perceptron?

• A program that imitates one neuron

• A type of animal

• A dataset for image recognition

• A hidden layer in a neural network

How many neurons does the human brain approximately have?

• 1 million

• 100 million

• 1 billion

• 100 billion

What is an artificial neural network?

• A single perceptron

• A network of connected perceptrons

• A type of animal

• A dataset for image recognition

What is ImageNet?

• A type of neural network

• A dataset of labeled real-world photos

• A program that imitates one neuron

• A hidden layer in a neural network

Who was the professor that helped create ImageNet?

• Alex Krizhevsky

• John Green

• Fei-Fei Li

• Jabril

What was the name of the neural network that Alex Krizhevsky developed?

• ImageNet

• AlexNet

• Perceptron

• John Green-bot

What is the main advantage of neural networks over other methods for certain tasks?

• They are easier to understand

• They require less data

• They have hidden layers

• They are slower

What is the purpose of the hidden layers in a neural network?

• To store data

• To perform complex calculations

• To display images

• To connect neurons

What is the role of the input layer in a neural network?

• To output the final result

• To receive data represented as numbers

• To perform complex calculations

• To connect neurons

How are sounds represented in a neural network?

• As colors

• As amplitudes of the sound wave

• As images

• As text