Gibbs measures associated with the fully visible Boltzmann machine
В данной работе мы провели строгое исследование машины Больцмана и связанных с ней
мер Гиббса. Начиная с энергетической функции машины, мы подробно описали построение
соответствующих мер Гиббса и вывели необходимые условия согласованности (условия Кол-
могорова). Далее мы установили точные критерии, при которых выполняются эти условия
согласованности, и оценили их влияние на согласованность и достоверность статистических
моделей, построенных на архитектуре машины Больцмана.
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