Title:
畳み込みニューラルネットワーク
Document Type and Number:
Japanese Patent JP6637602
Kind Code:
B2
Abstract:
Systems and methods of implementing a more efficient and less resource-intensive CNN are disclosed herein. In particular, applications of CNN in the analog domain using Sampled Analog Technology (SAT) methods are disclosed. Using a CNN design with SAT results in lower power usage and faster operation as compared to a CNN design with digital logic and memory. The lower power usage of a CNN design with SAT can allow for sensor devices that also detect features at very low power for isolated operation.
Inventors:
Eric Gie Nessler
Mitra M. Oski
Jeffrey Gee Bernstein
Mitra M. Oski
Jeffrey Gee Bernstein
Application Number:
JP2018531157A
Publication Date:
January 29, 2020
Filing Date:
December 15, 2016
Export Citation:
Assignee:
Analog Devices Inc.
International Classes:
G06G7/60; G06N3/04; G06N3/063
Foreign References:
| US5485416 | ||||
| US20110029471 | ||||
| US20150178246 |
Attorney, Agent or Firm:
Yasuhiko Murayama
Shinya Mitsuhiro
Tatsuhiko Abe
Shinya Mitsuhiro
Tatsuhiko Abe