OPTIMIZING NEURAL NETWORK ARCHITECTURES

Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for optimizing neural network architectures. One of the methods includes receiving training data; determining, using the training data, an optimized neural network architecture for performing the machi...

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Bibliographic Details
Main Authors BREUEL, Thomas, REAL, Esteban Alberto, MOORE, Sherry, DEAN, Jeffrey Adgate
Format Patent
LanguageEnglish
French
Published 30.08.2018
Subjects
CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
PHYSICS
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Summary:Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for optimizing neural network architectures. One of the methods includes receiving training data; determining, using the training data, an optimized neural network architecture for performing the machine learning task; and determining trained values of parameters of a neural network having the optimized neural network architecture. L'invention concerne des procédés, des systèmes et un appareil, y compris des programmes informatiques codés sur un support de stockage informatique, destinés à optimiser des architecture de réseau neuronal. L'un des procédés consiste à recevoir des données d'apprentissage ; à déterminer, à l'aide des données d'apprentissage, une architecture de réseau neuronal optimisée pour effectuer la tâche d'apprentissage automatique ; et à déterminer des valeurs de paramètres apprises d'un réseau neuronal ayant l'architecture de réseau neuronal optimisée.
Bibliography:Application Number: WO2018US19501