Question 1

Q1. What is an artificial neural network?

Accepted Answer

Ans: A neural network is a machine learning model inspired from the neural structure of human brains. It is an interconnected group of nodes similar to neurons in brains. It helps in solving complex decision problems and solutions of mathematical problems.

Question 2

Q2. What is the use of neural networks?

Accepted Answer

Ans: Neural network machine learning has applications in various fields such as decision making, pattern recognition, forecasting, facial recognition, real time translation, function mapping, and more

Question 3

Q3. What are ANN and CNN Neural Networks?

Accepted Answer

Ans: ANN is a general purpose neural network used for a variety of tasks related to classification, regression, and pattern recognition. While CNN is a type of neural network used for computer vision tasks like image classification, object detection, image segmentation, etc.

Question 4

Q4. What are the types of neural networks?

Accepted Answer

Ans: The three major types of neural networks are mentioned below.

1. Feedforward Neural Networks (FNN)
2. Convolutional Neural Networks (CNNs)
3. Recurrent Neural Networks (RNN)