Title:
【発明の名称】ニューラルネットワーク装置
Document Type and Number:
Japanese Patent JP2907486
Kind Code:
B2
Abstract:
PURPOSE:To enhance learning efficiency by dynamically changing neural network structure by applying a neural network structure changing instruction from the external in accordance with a state during the learning process of a neural network. CONSTITUTION:At the time of staring operation, network structure information 2 and weight information 3 are initialized and a learning part 4 executes the learning of the neural network 1 based upon these information. In the learning process, the addition/detection or addition and deletion of inter-cell connections in the network is instructed to a dynamic structure changing device 5 from the external by a structure change instructing means 6 in accordance with the status. The device 5 changes the information 2 in accordance with the instruction and the learning part 4 reexecutes the learning processing based upon the changed result.
Inventors:
MASUOKA RYUSUKE
WATABE NOBUO
KAWAMURA AKIRA
ASAKAWA KAZUO
OOWADA ARIMICHI
MATSUOKA SHIGENORI
OKADA HIROYUKI
WATABE NOBUO
KAWAMURA AKIRA
ASAKAWA KAZUO
OOWADA ARIMICHI
MATSUOKA SHIGENORI
OKADA HIROYUKI
Application Number:
JP10066190A
Publication Date:
June 21, 1999
Filing Date:
April 17, 1990
Export Citation:
Assignee:
FUJITSU KK
EFU EFU SHII KK
EFU EFU SHII KK
International Classes:
G06G7/60; G06F15/18; G06N3/04; G06N99/00; (IPC1-7): G06F15/18
Domestic Patent References:
| JP394364A |
Other References:
広瀬佳生，山下公一，土屋真平，「中間層ユニット数を変化させるバックプロパゲーション法」，平成元年電子情報通信学会春季全国大会講演論文集，Ｄ−１８，ｐ．７−１８（１９８９）
Attorney, Agent or Firm:
Fumihiro Hasegawa (2 outside)