- Patent Title: Online learning for dynamic Boltzmann machines with hidden units
-
Application No.: US16157455Application Date: 2018-10-11
-
Publication No.: US11995540B2Publication Date: 2024-05-28
- Inventor: Hiroshi Kajino , Takayuki Osogami
- Applicant: INTERNATIONAL BUSINESS MACHINES CORPORATION
- Applicant Address: US NY Armonk
- Assignee: INTERNATIONAL BUSINESS MACHINES CORPORATION
- Current Assignee: INTERNATIONAL BUSINESS MACHINES CORPORATION
- Current Assignee Address: US NY Armonk
- Agency: Tutunjian & Bitetto, P.C.
- Agent Robert Richard Aragona
- Main IPC: G06N3/08
- IPC: G06N3/08 ; G06N3/044 ; G06N3/047
Abstract:
A computer-implemented method, a computer program product, and a computer processing system are provided for online learning for a Dynamic Boltzmann Machine (DyBM) with hidden units. The method includes imposing, by a processor device, limited connections in the DyBM where (i) a current observation x[t] depends only on latest hidden units h[t-1/2] and all previous observations x[
Information query
