论文标题
Nishimori线上的深玻尔兹曼机器的解决方案
The solution of the deep Boltzmann machine on the Nishimori line
论文作者
论文摘要
Nishimori线上的Deep Boltzmann机器具有有限数量的层的深玻尔兹机器,该定理通过有限的尺寸变化问题来求解其压力。在没有磁场的情况下,表明阶参数显示出相变。
The deep Boltzmann machine on the Nishimori line with a finite number of layers is exactly solved by a theorem that expresses its pressure through a finite dimensional variational problem of min-max type. In the absence of magnetic fields the order parameter is shown to exhibit a phase transition.