CAI631 Quiz

The most suitable activation function for hidden layer

• Sigmoid

• Softmax

• ReLu

• tanh

When an ENTIRE dataset is passed forward and backward through the neural network only ONCE.

• One epoch

• One batch

• One iteration

A type of artificial neural network that has one or more convolutional layers and used in image recognition and processing

• RNN or Recurrent Neural Network

• CNN or Convolution Neural Network

• LSTMor Long-Short Term Memory

How many output layers are required for constructing an Artificial Neural Network?

• 1

• 3

• 2

Backpropagation calculates the ____ and propagates it back to earlier layers.

• value

• error

• data

perceptron ---------factors that are multiplied by the entries which correspond to them, increasing or decreasing their value

• input

• weight

• net input function

• activation function

• output

The primary aim of this layer is to decrease the size of the convolved feature map to reduce the computational costs.

• Pooling Layer

• Convolutional Layers

• Fully-connected (FC) layers