The Solution of the Deep Boltzmann Machine on the Nishimori Line
Keyword(s):
AbstractThe 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 whose dependence on the geometry of the system is investigated.
2020 ◽
Vol 13
(1)
◽
pp. 113-123
Keyword(s):
2021 ◽
Vol 1766
(1)
◽
pp. 012033
Keyword(s):
1990 ◽
Vol 90-91
◽
pp. 49-50
◽
Keyword(s):
Keyword(s):
Keyword(s):