MCQOPTIONS
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MCQOPTIONS
This section includes 13 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. |
Basins of attraction in energy landscape leads to fluctuations, is that true? |
| A. | yes |
| B. | no |
| Answer» C. | |
| 2. |
What does basins of attraction corresponds to? |
| A. | stable states |
| B. | unstable states |
| C. | neutral states |
| D. | none of the mentioned |
| Answer» B. unstable states | |
| 3. |
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 |
| Answer» E. | |
| 4. |
WHAT_DOES_BASINS_OF_ATTRACTION_CORRESPONDS_TO??$ |
| A. | stable states |
| B. | unstable states |
| C. | neutral states |
| D. | none of the mentioned |
| Answer» B. unstable states | |
| 5. |
Basins of attraction in energy landscape leads to fluctuations, is that true?$ |
| A. | yes |
| B. | no |
| Answer» C. | |
| 6. |
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 |
| Answer» B. leads to fluctuation around | |
| 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 |
| Answer» D. none of the mentioned | |
| 8. |
What determines shape of energy landscape? |
| A. | network parameters |
| B. | network states |
| C. | both network parameter and states |
| D. | none of the mentioned |
| Answer» D. none of the mentioned | |
| 9. |
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 |
| Answer» E. | |
| 10. |
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 |
| Answer» B. synaptic dynamics | |
| 11. |
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 |
| Answer» C. by a feedforward network consisting of processing units with non linear output functions | |
| 12. |
Can data be stored through weights? |
| A. | yes |
| B. | no |
| Answer» B. no | |
| 13. |
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 |
| Answer» C. there is no such objective of recall, it depends on the system | |