1. Can all hard problems be handled by a multilayer feedforward neural network, with nonlinear units?

a) yes

b) no

### View Answer

2. What is a mapping problem?

a) when no restrictions such as linear separability is placed on the set of input – output pattern pairs

b) when there may be restrictions such as linear separability placed on input – output patterns

c) when there are restriction but other than linear separability

d) none of the mentioned

### View Answer

3. Can mapping problem be a more general case of pattern classification problem?

a) yes

b) no

### View Answer

4. What is the objective of pattern mapping problem?

a) to capture weights for a link

b) to capture inputs

c) to capture feedbacks

d) to capture implied function

### View Answer

5. To provide generalization capability to a network, what should be done?

a) all units should be linear

b) all units should be non – linear

c) except input layer, all units in other layers should be non – linear

d) none of the mentioned

### View Answer

6. What is the objective of pattern mapping problem?

a) to capture implied function

b) to capture system characteristics from observed data

c) both to implied function and system characteristics

d) none of the mentioned

### View Answer

7. Does an approximate system produce strictly an interpolated output?

a) yes

b) no

### View Answer

8. The nature of mapping problem decides?

a) number of units in second layer

b) number of units in third layer

c) overall number of units in hidden layers

d) none of the mentioned

### View Answer

9. How is hard learning problem solved?

a) using nonlinear differentiable output function for output layers

b) using nonlinear differentiable output function for hidden layers

c) using nonlinear differentiable output function for output and hidden layers

d) it cannot be solved

### View Answer

10. The number of units in hidden layers depends on?

a) the number of inputs

b) the number of outputs

c) both the number of inputs and outputs

d) the overall characteristics of the mapping problem

### View Answer

### Synopsis and Project Report

You can buy synopsis and project from distpub.com. Just visit https://distpub.com/product-category/projects/ and buy your university/institute project from distpub.com