1. p(s=1|x) = 1/(1+exp(-x/T))) ,where ‘s’ is the output given the activation ‘x’ is a?

a) hopfield network

b) sigma network

c) stochastic network

d) none of the mentioned

### View Answer

2. Does a stochastic network will evolve differently each time it is run?

a) yes

b) no

### View Answer

3. In case of deterministic update, what kind of equilibrium is reached?

a) static

b) dynamic

c) neutral

d) none of the mentioned

### View Answer

4. In case of stochastic update, can static equilibrium be reached?

a) yes

b) no

### View Answer

5. In case of stochastic update, what kind of equilibrium is reached?

a) static

b) dynamic

c) neutral

d) equilibrium not possible

### View Answer

6. Is it possible in stochastic network that average state of network doesn’t change with time?

a) yes

b) no

### View Answer

7. What can be the possible reason for thermal equilibrium in stochastic networks?

a) probability distribution of states changes and compensates

b) probability distribution change with only update

c) probability distribution does not change with time

d) none of the mentionedstochastic network exhibits stable states

### View Answer

8. Can networks with symmetric weight reach thermal equilibrium?

a) yes

b) no

### View Answer

9. When activation value is determined by using the average of fluctuations of outputs from other units, it is known as?

a) maximum field approximation

b) median field approximation

c) minimum field approximation

d) none of the mentioned

### View Answer

10. Where does a stochastic network exhibits stable states ?

a) at any temperature

b) above critical temperature

c) at critical temperature

d) below critical temperature

### 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