This set of Neural Networks Multiple Choice Questions & Answers (MCQs) focuses on “ Analysis of Linear Autoassociative FF Network″.
1. What is the objective of pattern recall?
a) it should not take place when relations are disturbed
b) it should take place when relations are slightly disturbed
c) there is no such objective of recall, it depends on the system
d) none of the mentioned
View Answer
Explanation: The pattern recall should take place even though features and their spatial relations are slightly disturbed due to noise.
2. Can data be stored through weights?
a) yes
b) no
View Answer
Explanation: Data can be stored through weights as in case of binary patterns.
3. How is pattern storage task generally accomplished?
a) by a feedback network consisting of processing units with non linear output functions
b) by a feedback network consisting of processing units with linear output functions
c) by a feedforward network consisting of processing units with non linear output functions
d) by a feedforward network consisting of processing units with linear output functions
View Answer
Explanation: Pattern storage task generally accomplished by a feedback network consisting of processing units with non linear output functions.
4. The trajectory of the state is determined by?
a) activation dynamics
b) synaptic dynamics
c) both activation and synaptic dynamics
d) none of the mentioned
View Answer
Explanation: The trajectory of the state is determined by activation dynamics.
5. what do you mean by the term trajectory of states?
a) just a state of the network
b) sates at energy minima
c) states at energy maxima
d) none of the mentioned
View Answer
Explanation: The term trajectory of states means state of the network at successive instants of time.
6. What determines shape of energy landscape?
a) network parameters
b) network states
c) both network parameter and states
d) none of the mentioned
View Answer
Explanation: The shape of energy landscape is determined by network parameter and states.
7. What may create basins of attraction in energy landscape?
a) feedback among units
b) nonlinear processing in units
c) both feedback and nonlinear processing in units
d) none of the mentioned
View Answer
Explanation: Feedback and nonlinear processing in units may create basins of attraction in energy landscape.
8. What is the effect of basins of attraction on energy landscape?
a) leads to small deviations
b) leads to fluctuation around
c) may lead to deviation or fluctuation depends on external noise
d) none of the mentioned
View Answer
Explanation: Basins of attraction in energy landscape leads to small deviations.
9. What does basins of attraction corresponds to?
a) stable states
b) unstable states
c) neutral states
d) none of the mentioned
View Answer
Explanation: Basins of attraction corresponds to the regions of stable equilibrium states.
10. Basins of attraction in energy landscape leads to fluctuations, is that true?
a) yes
b) no
View Answer
Explanation: Basins of attraction in energy landscape leads to only small deviations.
Sanfoundry Global Education & Learning Series – Neural Networks.
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