CLASSIFICATION DEVICE CONFIGURED TO EXECUTE CLASSIFICATION PROCESSING USING MACHINE LEARNING MODEL, METHOD, AND COMPUTER PROGRAM

Title:

CLASSIFICATION DEVICE CONFIGURED TO EXECUTE CLASSIFICATION PROCESSING USING MACHINE LEARNING MODEL, METHOD, AND COMPUTER PROGRAM

Document Type and Number:

Japanese Patent JP2023077690

Kind Code:

A

Abstract:

To provide a technique for obtaining highly reliable explanatory information.SOLUTION: A classification device executes classification processing for data to be classified using a machine learning model including a vector neural network including a plurality of vector neuron layers. The machine learning model includes an input layer, an intermediate layer, and a first output layer and a second output layer that are branched from the intermediate layer. The first output layer is configured to use a first activation function, and the second output layer is configured to use a second activation function that is different from the first activation function.SELECTED DRAWING: Figure 3

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Inventors:

NISHIMURA SHIN
KURASAWA HIKARU

Application Number:

JP2021191064A

Publication Date:

June 06, 2023

Filing Date:

November 25, 2021

Export Citation:

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Assignee:

SEIKO EPSON CORP

International Classes:

G06N3/04; G06T7/00

Attorney, Agent or Firm:

Patent Attorney Corporation Meisei International Patent Office

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