Which, if any, of the following propositions is true about fully-connected neural networks (FCNN)?

Deep Learning - Quiz(MCQ)

In a FCNN, there are connections between neurons of a same layer.

A FCNN with only linear activations is a linear network.

In a FCNN, the most common weight initialization scheme is the zero initialization, because it leads to faster and more robust training.

None of the above

Correct Answer : None of the above

Recently Updated in Deep Learning Questions

What is a Boltzman machine?

A feedback network with hidden units

A feed forward network with hidden units

A feedback network with hidden units and probabilistic update

A feed forward network with hidden units and probabilistic update

Correct Answer : A feedback network with hidden units and probabilistic update

Explanation : Boltzman machine is a feedback network with hidden units and probabilistic update.

Assume a simple MLP model with 3 neurons and inputs= 1,2,3. The weights to the input neurons are 4,5 and 6 respectively. Assume the activation function is a linear constant value of 3. What will be the output ?

128

256

Correct Answer : 96

Explanation : The output will be calculated as 3(1*4+2*5+6*3) = 96

Sentiment analysis using Deep Learning is a many-to one prediction task

True

False

Correct Answer : True

Explanation : Option A is correct. This is because from a sequence of words, you have to predict whether the sentiment was positive or negative.

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