INFORMATION PROCESSING DEVICE, INFORMATION PROCESSING SYSTEM, COMPUTER-READABLE RECORDING MEDIUM, AND INFORMATION PROCESSING METHOD

To restrain a data volume of transmission data.SOLUTION: An information processing device comprises: a processing unit which processes data by using a first neural network that constitutes a portion of an entire neural network and includes, at an output portion, a bottleneck part in which a transmis...

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Bibliographic Details
Main Author ISHIKAWA HIROTAKA
Format Patent
LanguageEnglish
Japanese
Published 31.07.2023
Subjects
CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
PHYSICS
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Summary:To restrain a data volume of transmission data.SOLUTION: An information processing device comprises: a processing unit which processes data by using a first neural network that constitutes a portion of an entire neural network and includes, at an output portion, a bottleneck part in which a transmission data amount becomes the minimum or a local minimum in the entire neural network; and a transmission unit which transmits, to the outside, data that is processed by the processing unit using the first neural network and is from the bottleneck part of the first neural network.SELECTED DRAWING: Figure 2 【課題】伝送データのデータ量を抑制する。【解決手段】情報処理装置は、全体ニューラルネットワークの一部を構成するとともに全体ニューラルネットワークにおいて伝送データ量が最小又は極小となるボトルネック部を出力部分に含む第１のニューラルネットワークを用いてデータを処理する処理部と、処理部による第１のニューラルネットワークを用いた処理によって得られた第１のニューラルネットワークのボトルネック部のデータを外部に伝送する伝送部と、を備える。【選択図】図２
Bibliography:Application Number: JP20220006315