Hopfield model with stochastic update

  • Take any state in the state transition diagram and observe the change in the probabilities of transition with change in temperature.
  • Observe the trend of probability with temperature while transiting to a state with higher energy.
  • Try annealing schedule for a couple of times with different set of temparatures, see whether the states settle to similar probabilities or different.