A Stop Criterion for the BoltzmannMachine Learning


Ackley, Hinton and Sejnowski introduced a very interesting and versatile learning algorithm for the Boltzmann machine (BM). However it is diicult to decide when to stop the learning procedure. Experiments have shown that the BM may destroy previously achieved results when the learning process is executed for too long. This paper introduces a new quantity… (More)