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The section contains multiple-choice problems on the basics of neural networks.
What is the trend in software nowadays?
To bring computer more and more closer to user
To solve complex problems
To be task specific
To be versatile
What’s the main point of difference between human and machine intelligence?
Human perceive everything as a pattern while machine perceive it merely as data
Human have emotions
Human have more IQ and intellect
Human have sense organs
Does pattern classification belong to the category of non-supervised learning?
Yes
No
In neural nets’ pattern mapping problems, is there any generalization involved between input and output?
Yes
No
What is unsupervised learning?
Features of group explicitly stated
Number of groups may be known
Neither feature nor number of groups is known
None of the above
What are the drawbacks of template matching?
Time-consuming
Highly restricted
More generalized
None of the above
What is the stability plasticity dilemma?
System can neither be stable nor plastic
Static inputs and categorisation cannot be handled
Dynamic inputs and categorisation cannot be handled
None of the above
What is plasticity in neural networks?
Input pattern keeps on changing
Input pattern has become static
Output pattern keeps on changing
Output is static
What is the auto-association task in neural networks?
Find relation between two consecutive inputs
Related to storage and recall task
Predicting the future inputs
None of the above
Why do we need biological neural networks?
To solve tasks like machine vision and natural language processing
To apply heuristic search methods to find solutions of problem
To make smart human interactive and user friendly system
All of the above
