Enhanced interface for a neural network engine

Details Enhanced interface for a neural network engine Enhanced interface for a neural network engine

1991-12-31

1994-11-01

Downs, Robert W.

395 22, 395 26, 395 23, 395 76, G06F 1518

Patent

active

053613260

ABSTRACT:
An interface for a neural network includes a generalized data translator and a certainty filter in the data path including the neural network for rendering a decision on raw data, possibly from a data processing application. The data translator is controlled with user-definable parameters and procedures contained in a property list in order to manipulate translation, truncation, mapping (including weighting) and other transformations of the raw data. The neuron to which the output of the data translator is applied is controlled by a code index contained in an action list. An external certainty threshold is also provided, preferably by the action list to filter the output of the neural network. The core program used with the ConExNS neurons for system maintenance also includes further core operations and size maintenance operations responsive to commands from the user of an application to cause operations to be performed with in the neural network as well as to create and update the property and action lists.

REFERENCES:
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patent: 5142665 (1992-08-01), Bigus
patent: 5224203 (1993-06-01), Skeirik
Nijhuis, et al., "Structure and Application of NNSIM: a General-Purpose Neural Network Simulator," Microprocessing and Microprogramming, Aug. 1989, 189-194.
Hillman, D., "Software Review: Neuroshell v. 3.2," AI Expert, Sep. 1990, 61, 62, 64.
"Neural-Net Resource Guide," AI Expert, Jul. 1991, 60-62, 64-68, 70.
Product Specification for ANSpec, SAIC, Sep. 1991.

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