Q. For analysis of storage capacity what are the conditions imposed on hopfield model?

View solution

Q. What is gradient descent?

View solution

Q. If connections are not symmetric then basins of attraction may correspond to oscillatory or stable regions, is that true?

View solution

Q. In hopfield network with symmetric weights, energy at each state may?

View solution

Q. In hopfield model with symmetric weights, network can move to?

View solution

Q. Can error in recall due to false minima be reduced?

View solution

Q. How can error in recall due to false minima be reduced?

View solution

Q. Energy at each state in hopfield with symmetric weights network may increase or decrease?

View solution

Q. Pattern storage problem which cannot be represented by a feedback network of given size can be called as?

View solution

Q. What is the other way to reduce error in recall due to false minima apart from stochastic update?

View solution

Q. How can error in recall due to false minima be further reduced?

View solution

Q. As temperature increase, what happens to stochastic update?

View solution

Q. Why does change in temperature doesn’t effect stochastic update?

View solution

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

View solution

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

View solution

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

View solution

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

View solution

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

View solution

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

View solution

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

View solution