MCQOPTIONS
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MCQOPTIONS
This section includes 7 Mcqs, each offering curated multiple-choice questions to sharpen your Neural Network knowledge and support exam preparation. Choose a topic below to get started.
| 1. |
Which of the following equation represent perceptron learning law? |
| A. | wij= (si) aj |
| B. | wij= (bi si) aj |
| C. | wij= (bi si) aj (xi),wher (xi) is derivative of xi |
| D. | wij= (bi (wi a)) aj |
| Answer» C. wij= (bi si) aj (xi),wher (xi) is derivative of xi | |
| 2. |
What s the other name of widrow & hoff learning law? |
| A. | Hebb |
| B. | LMS |
| C. | MMS |
| D. | None of the mentioned |
| Answer» C. MMS | |
| 3. |
widrow & hoff learning law is special case of? |
| A. | hebb learning law |
| B. | perceptron learning law |
| C. | delta learning law |
| D. | none of the mentioned |
| Answer» D. none of the mentioned | |
| 4. |
Hebb s law can be represented by equation? |
| A. | wij= f(wi a)aj |
| B. | wij= (si) aj, where (si) is output signal of ith input |
| C. | both way |
| D. | none of the mentioned |
| Answer» D. none of the mentioned | |
| 5. |
State whether Hebb s law is supervised learning or of unsupervised type? |
| A. | supervised |
| B. | unsupervised |
| C. | either supervised or unsupervised |
| D. | can be both supervised & unsupervised |
| Answer» C. either supervised or unsupervised | |
| 6. |
What is learning signal in this equation wij= f(wi a)aj? |
| A. | |
| B. | wi a |
| C. | aj |
| D. | f(wi a) |
| Answer» E. | |
| 7. |
If the change in weight vector is represented by wij, what does it mean? |
| A. | describes the change in weight vector for ith processing unit, taking input vector jth into account |
| B. | describes the change in weight vector for jth processing unit, taking input vector ith into account |
| C. | describes the change in weight vector for jth & ith processing unit. |
| D. | none of the mentioned |
| Answer» B. describes the change in weight vector for jth processing unit, taking input vector ith into account | |