APPLICATION OF SUPERVISED LEARNING
NEURAL NETWORK
Question
[CLICK ON ANY CHOICE TO KNOW THE RIGHT ANSWER]

exploit spatiallylocal correlation by enforcing a local connectivity pattern between neurons of adjacent layers.

RNN or Recurrent Neural Network


CNN or Convolution Neural Network


LSTMor LongShort Term Memory


None of the above

Explanation:
Detailed explanation1: The spatial correlation characteristic of CNNs can be exploited in different ways. We exploit it to dynamically predict zerovalued ofmap activations, thereby saving MAC operations of entire ifmapfilter convolutions.
Detailed explanation2: THE MISNOMER: The Convolutional operation widely used in CNN is a misnomer. The operation that is used is strictly speaking a correlation instead of convolution.
Detailed explanation3: This translation invariance in the convolutional NN is achieved by a combination of convolutional layers and max pooling layers.
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