Session 7 | U

What is a neural network in the context of AI?

• A network of biological neurons in the human brain

• A series of algorithms that mimic the operations of a human brain to recognize patterns

• A type of computer hardware

• A method for storing data

Which of the following is a key component of an artificial neural network?

• Neurons

• Transistors

• Capacitors

• Registers

How do artificial neurons in a neural network communicate?

• Through electrical impulses

• By passing signals using mathematical functions

• Via chemical synapses

• Using radio waves

What is the function of the input layer in an artificial neural network?

• To process and output data

• To receive and process input data

• To store data

• To connect neurons

What is the main role of the hidden layers in an artificial neural network?

• To receive input data

• To perform computations and extract features from the input data

• To store the final output

• To display the output

What does the output layer of a neural network do?

• Receives input data

• Processes data internally

• Produces the final result or prediction

• Connects the network to the internet

How are human neural networks different from artificial neural networks?

• Human neural networks use electrical impulses and chemical signals, while artificial neural networks use mathematical computations

• Human neural networks are faster than artificial neural networks

• Artificial neural networks have unlimited capacity

• There is no difference

What is the process of training a neural network called?

• Coding

• Debugging

• Learning

• Processing

Which of the following is a common application of neural networks?

• Word processing

• Image and speech recognition

• File management

• Hardware troubleshooting

What is a major advantage of artificial neural networks over traditional algorithms?

• They require less data

• They can learn from and adapt to new data

• They are easier to program

• They are always more accurate