Convolutional neural network

Convolutional neural network

Professional Development

8 Qs

quiz-placeholder

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Convolutional neural network

Convolutional neural network

Assessment

Quiz

Computers

Professional Development

Practice Problem

Medium

Created by

Uday reddy

Used 254+ times

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8 questions

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1.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

Suppose your input is a 300 by 300 color (RGB) image, and you use a convolutional layer with 100 filters that are each 5x5. How many parameters does this hidden layer have (without bias)

2501

2600

7500

7600

2.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

You have an input volume that is 63x63x16, and convolve it with 32 filters that are each 7x7, using a stride of 2 and no padding. What is the output volume?

16x16x32

29x29x16

29x29x32

16x16x16

3.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

You have an input volume that is 15x15x8, and pad it using “pad=2.” What is the dimension of the resulting volume (after padding)?

19x19x12

17x17x10

19x19x8

17x17x8

4.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

You have an input volume that is 32x32x16, and apply max pooling with a stride of 2 and a filter size of 2. What is the output volume?

15x15x16

16x16x16

32x32x8

16x16x8

5.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

The most suitable activation function for hidden layer

Sigmoid

Softmax

ReLu

tanh

6.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

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

One epoch

One batch

One iteration

7.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

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

RNN or Recurrent Neural Network

CNN or Convolution Neural Network

LSTMor Long-Short Term Memory

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