Quiz Questions – Units 3, 4, and 5
Authored by Raaji M
Information Technology (IT)
University
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30 questions
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1.
MULTIPLE CHOICE QUESTION
1 min • 1 pt
What is the main feature that distinguishes RNNs from feedforward neural networks?
Convolutional filters
Feedback connections
Weight sharing across layers
Batch normalization
2.
MULTIPLE CHOICE QUESTION
1 min • 1 pt
Unfolding an RNN in time creates a structure similar to:
A CNN
A feedforward network with shared weights
A deep belief network
A Boltzmann machine
3.
MULTIPLE CHOICE QUESTION
1 min • 1 pt
Which RNN design pattern converts an input sequence into a single output value?
Encoder
Acceptor
Transducer
Decoder
4.
MULTIPLE CHOICE QUESTION
1 min • 1 pt
The Encoder-Decoder architecture is mainly used in:
Classification
Regression
Sequence-to-sequence tasks
Feature extraction
5.
FILL IN THE BLANKS QUESTION
1 min • 1 pt
What is the major problem when training RNNs over long sequences?
(a)
6.
MULTIPLE CHOICE QUESTION
1 min • 1 pt
In a Bidirectional RNN, the network processes the sequence:
Only forward
Only backward
Both forward and backward
Randomly
7.
MULTIPLE CHOICE QUESTION
1 min • 1 pt
Sequence-to-sequence RNN models are widely used in:
Object detection
Machine translation
Image segmentation
Speech enhancement
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