Title:
STRUCTURED NEURAL NETWORK CONSTRUCTING DEVICE
Document Type and Number:
Japanese Patent JP3518813
Kind Code:
B2
Abstract:
PURPOSE: To enable the free combination of modules with different models by unifying signals transferred among the modules at the time of learning calculation to a model output value.
CONSTITUTION: A learning controller 3 reads data for learning from a data base 2 and transfers them to a module connector 4 and the module connector 4 transmits the data in a prescribed connection order among the respective modules M1-M4. An arithmetic operation part 42 converts the data in a data transmission process and an output calculator 12 calculates the output value of the module for an input value based 011 a parameter stored in a structure information storage device and input signals. A structure correcting device corrects the parameter inside the structure information storage device based on the output value of the module and the model output value and an inverse direction calculator calculates a model input value to the module for generating the model output value based on the model output value of the module and the parameter inside the structure information storage device.
Inventors:
Hatano, Toshiaki
Application Number:
JP13426593A
Publication Date:
April 12, 2004
Filing Date:
June 04, 1993
Export Citation:
Assignee:
TOSHIBA CORP
International Classes:
G06F15/18; G06G7/60; G06N3/04; G06N3/08; G06N99/00; (IPC1-7): G06N3/08; G06N3/04
Other References:
Ｔｒｅｎｔ Ｅ． Ｌａｎｇｅ，”Ｓｉｍｕｌａｔｉｏｎ ｏｆ ｈｅｔｅｒｏｇｅｎｅｏｕｓ ｎｅｕｒａｌ ｎｅｔｗｏｒｋｓ ｏｎ ｓｅｒｉａｌ ａｎｄ ｐａｒａｌｌｅｌ ｍａｃｈｉｎｅｓ”，Ｐａｒａｌｌｅｌ Ｃｏｍｐｕｔｉｎｇ，１９９０年 ８月，Ｖｏｌ．１４， Ｎｏ．３，ｐｐ．２８７−３０３，ＩＳＳＮ：０１６７−８１９１， ＪＳＴ資料番号：Ａ０４４０ＣＡＳ
平野敬・他，「双方向Ｆｅａｔｕｒｅ Ｍａｐによるアーム制御」，電子情報通信学会論文誌，日本，社団法人電子情報通信学会，１９９３年 ４月２５日，Ｖｏｌ．Ｊ７６−Ｄ−ＩＩ， Ｎｏ．４，ｐｐ．８８１−８８８
森田、中島，「バタフライ構造をもつニューラルネットの双方向学習」，電子情報通信学会技術研究報告，日本，社団法人電子情報通信学会，１９９３年 ３月１８日，Ｖｏｌ．９２， Ｎｏ．５２１（ＮＣ９２−９５〜１２７），ｐｐ．５７−６４
平野敬・他，「双方向Ｆｅａｔｕｒｅ Ｍａｐによるアーム制御」，電子情報通信学会論文誌，日本，社団法人電子情報通信学会，１９９３年 ４月２５日，Ｖｏｌ．Ｊ７６−Ｄ−ＩＩ， Ｎｏ．４，ｐｐ．８８１−８８８
森田、中島，「バタフライ構造をもつニューラルネットの双方向学習」，電子情報通信学会技術研究報告，日本，社団法人電子情報通信学会，１９９３年 ３月１８日，Ｖｏｌ．９２， Ｎｏ．５２１（ＮＣ９２−９５〜１２７），ｐｐ．５７−６４
Attorney, Agent or Firm:
外川 英明
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