Types of ANN G12

Which type of ANN is the simplest and oldest model?

• Single Layer Perceptron

• Deep Feedforward Neural Network

• Multi-Layer Perceptron

• Feedforward Neural Network

In which type of ANN does the data or the input travel in one direction?

• Single Layer Perceptron

• Feedforward Neural Network

• Multi-Layer Perceptron

• Recurrent Neural Network

Which type of ANN is used to classify data that cannot be separated linearly?

• Multi-Layer Perceptron

• Deep Feedforward Neural Network

• Feedforward Neural Network

• Single Layer Perceptron

Which type of ANN is used for processing structured arrays of data such as images?

• Recurrent Neural Network

• Deep Feedforward Neural Network

• Feedforward Neural Network

• Convolutional Neural Network

How many layers does a Convolutional Neural Network often consist of?

• Up to 10 layers

• Up to 40 layers

• Up to 20 layers

• Up to 30 layers

In which type of ANN does the network work on the principle of saving the output of a layer and feeding it back to the input?

• Single Layer Perceptron

• Feedforward Neural Network

• Multi-Layer Perceptron

• Recurrent Neural Network

What does each neuron act as in a Recurrent Neural Network?

• Output node

• Input node

• Processing unit

• Memory cell

In which type of ANN does the system self-learn and work towards making the right prediction during the backpropagation?

• Recurrent Neural Network

• Multi-Layer Perceptron

• Single Layer Perceptron

• Feedforward Neural Network