MCQOPTIONS
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MCQOPTIONS
This section includes 10 Mcqs, each offering curated multiple-choice questions to sharpen your Neural Networks knowledge and support exam preparation. Choose a topic below to get started.
| 1. |
IS_EXACT_REPRESENTATION_OF_PATTERN_ENVIRONMENT_POSSIBLE??$ |
| A. | yes |
| B. | no |
| Answer» C. | |
| 2. |
What may be the reasons for non zero probability of error in recalling?$ |
| A. | spurious stable states |
| B. | approximation in pattern environment representation |
| C. | extra stable states |
| D. | all of the mentioned |
| Answer» E. | |
| 3. |
How are energy minima related to probability of occurrence of corresponding patterns in the environment? |
| A. | directly |
| B. | inversely |
| C. | directly or inversely |
| D. | no relation |
| Answer» B. inversely | |
| 4. |
For which other task can boltzman machine be used? |
| A. | pattern mapping |
| B. | feature mapping |
| C. | classification |
| D. | pattern association |
| Answer» E. | |
| 5. |
By using which method, boltzman machine reduces effect of additional stable states? |
| A. | no such method exist |
| B. | simulated annealing |
| C. | hopfield reduction |
| D. | none of the mentioned |
| Answer» C. hopfield reduction | |
| 6. |
What consist of boltzman machine? |
| A. | fully connected network with both hidden and visible units |
| B. | asynchronous operation |
| C. | stochastic update |
| D. | all of the mentioned |
| Answer» E. | |
| 7. |
What should be the aim of training procedure in boltzman machine of feedback networks? |
| A. | to capture inputs |
| B. | to feedback the captured outputs |
| C. | to capture the behaviour of system |
| D. | none of the mentioned |
| Answer» E. | |
| 8. |
For what purpose is pattern environment useful? |
| A. | determining structure |
| B. | determining desired outputs |
| C. | determining future inputs |
| D. | none of the mentioned |
| Answer» E. | |
| 9. |
What is pattern environment? |
| A. | probability of desired patterns |
| B. | probability of given patterns |
| C. | behaviour of system |
| D. | none of the mentioned |
| Answer» E. | |
| 10. |
Probability of error in recall of stored patterns can be reduced if? |
| A. | patterns are stored appropriately |
| B. | inputs are captured appropriately |
| C. | weights are chosen appropriately |
| D. | none of the mentioned |
| Answer» D. none of the mentioned | |