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 Title: |
US5444824:
Enhanced neural network shell for application programs
[ Derwent Title ]
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| Country: |
US United States of America
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| Inventor: |
Austvold, Shawn M.; Rochester, MN
Bigus, Joseph P.; Rochester, MN
Henckel, Jonathan D.; Rochester, MN
Hospers, Paul A.; Rochester, MN
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| Assignee: |
International Business Machines Corporation, Armonk, NY
other patents from INTERNATIONAL BUSINESS MACHINES CORPORATION (280070) (approx. 44,393)
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| Published / Filed: |
1995-08-22
/ 1993-08-03
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| Application Number: |
US1993000101526
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| IPC Code: |
Advanced:
G06F 15/18;
G06G 7/60;
G06N 3/02;
G06N 3/10;
G06N 99/00;
Core:
G06G 7/00;
G06N 3/00;
more...
IPC-7:
G06F 15/18;
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| ECLA Code: |
G06N3/10S;
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| U.S. Class: |
Current:
706/044;
Original:
395/076;
395/021;
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| Field of Search: |
395/021,22,76
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| Priority Number: |
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| Abstract: |
An enhanced neural network shell for application programs is disclosed. The user is prompted to enter in non-technical information about the specific problem type that the user wants solved by a neural network. The user also is prompted to indicate the input data usage information to the neural network. Based on this information, the neural network shell creates a neural network data structure by automatically selecting an appropriate neural network model and automatically generating an appropriate number of inputs, outputs, and/or other model-specific parameters for the selected neural network model. The user is no longer required to have expertise in neural network technology to create a neural network data structure.
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| Attorney, Agent or Firm: |
Truelson, Roy W. ;
Gamon, Owen J. ;
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| Primary / Asst. Examiners: |
Downs, Robert W.;
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| INPADOC Legal Status: |
None
Family Legal Status Report
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| Foreign References: |
None
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| Other Abstract Info: |
DERABS G1992-351569
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| Other References: |
Gambale, et al., "Nueral Works Professional II/ Plus," Software Review, AI Expert, Jul. 1991, 51-59.
Bailey et al., "How to Develop Neural-Network Applications," AI Expert, Jun. 1990, 38-47.
Bailey et al., "Developing Neural-Network Applications," AI Expert, Sep. 1990, 34-41.
"Autonet v. 2.01 released," Product Showcase, AI Expert, Dec. 1990, 66-67.
"Neuralworks Professional II," Product Showcase, AI Expert, Mar. 1991, 62 & Back Cover.
NTIS Tech Notes Dec. 1990, Springfield, Va., US, p. 1034, P. T. Baffes, "Program Aids Simulation of Neural Networks".
"Handbook of Neural Computing Applications", Alianna J. Maren, Ph.D., 1990, Academic Press, San Diego, USA, pp. 50-70.
Proceedings: Tools for Artificial Intelligence TAI 90, Nov. 6, 1990, Herndon, USA, pp. 118-124, S. C. Ahalt, "The Neural Shell: A Neural Network Simulation Tool".
IEEE MICRO, Dec. 1990, New York US, pp. 28-31, and pp. 99-102, B. Angeniol, "Pygmalion: ESPRIT II Project 2059, Neurocomputing".
"Neural Network Simulation Package from Ohio State University", K. L. Wickham, Aug. 1990, EGG-CODP-9224, DE91 002333, pp. 1-11.
The Computer Journal, Feb. 1991, No. 1, Cambridge, GB, "A Neural Network Simulating System", pp. 92-93.
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