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What Is A Boltzmann Machine?

Answer»

Boltzmann MACHINE is used to OPTIMIZE the solution of a problem. The work of Boltzmann machine is basically to optimize the weights and the QUANTITY for the given problem.

Some important points about Boltzmann Machine −

  • It USES RECURRENT structure.
  • It consists of stochastic neurons, which consist one of the two possible states, either 1 or 0.
  • The neurons in this are either in adaptive (free state) or clamped (frozen state).
  • If we apply simulated annealing on discrete Hopfield network, then it would become Boltzmann Machine.

Boltzmann Machine is used to optimize the solution of a problem. The work of Boltzmann machine is basically to optimize the weights and the quantity for the given problem.

Some important points about Boltzmann Machine −


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