Consider the Following Code: Cnn.add(Dense(units=10, Activation='softmax'))

question 37

Multiple Choice

Consider the following code: cnn.add(Dense(units=10, activation='softmax') )
Which of the following statements a) , b) or c) about our convolutional neural net that recognizes MNIST digits is false?

• A) Our convnet's final layer in the preceding snippet is a Dense layer that classifies the inputs into neurons representing the classes 0 through 9.
• B) The softmax activation function converts the values of these remaining 10 neurons into categorical string labels '0' through '9'.
• C) The neuron that produces the highest probability represents the prediction for a given digit image.
• D) All of the above statements are true.

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Definitions:

Closure

A psychological term denoting the need for resolution or an end to a particular emotional or relational issue.

Depth Perception

The visual ability to perceive the world in three dimensions (3D) and the distance of an object.

Visual Cliff

An experimental apparatus used to measure infants' perception of depth and their ability to assess danger.

Bridge

A structure built to span physical obstacles without closing the way underneath such as a body of water, valley, or road, for the purpose of providing passage over the obstacle.