DATA PROCESSING DEVICE, DATA PROCESSING SYSTEM AND DATA PROCESSING METHOD Russian patent published in 2024 - IPC G06N3/02 G06N3/04 G06N3/08 

Abstract RU 2814940 C1

FIELD: computer technology.

SUBSTANCE: image or audio data processing device, comprising a data processing circuit for training a neural network using a set of training data and outputting model information of the trained neural network, and an encoding processing circuit for generating encoded data in which model information is encoded, including model header information for identifying a neural network model used for processing image or audio data, layer header information for identifying one or more layers of the neural network, and pieces of weighting information of corresponding edges belonging to each of the one or more layers identified by the layer header information, wherein the encoding processing circuit encodes layer structure information indicating the layer structure of the neural network, wherein the layer structure information is included in the model information and the data processing device transmits the encoded data outward.

EFFECT: reducing the size of data transmitted to the server, as well as reducing the load on processing data for encoding.

9 cl, 21 dwg

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RU 2 814 940 C1

Authors

Minezawa, Akira

Dates

2024-03-06Published

2019-09-27Filed