How to convert the input signal - Mitsubishi Electric Corporation

Title:

How to convert the input signal

Document Type and Number:

Japanese Patent JP6328320

Kind Code:

B2

Abstract:

A method for transforms input signals, by first defining a model for transforming the input signals, wherein the model is specified by constraints and a set of model parameters. An iterative inference procedure is derived from the model and the set of model parameters and unfolded into a set of layers, wherein there is one layer for each iteration of the procedure, and wherein a same set of network parameters is used by all layers. A neural network is formed by untying the set of network parameters such that there is one set of network parameters for each layer and each set of network parameters is separately maintainable and separately applicable to the corresponding layer. The neural network is trained to obtain a trained neural network, and then input signals are transformed using the trained neural network to obtain output signals.

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Inventors:

Hershey, John
Le Roux, Jonathan
Wenninger, Felix

Application Number:

JP2017503307A

Publication Date:

May 23, 2018

Filing Date:

July 24, 2015

Export Citation:

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Assignee:

Mitsubishi Electric Corporation

International Classes:

G06N3/08; G06N7/00

Domestic Patent References:

JP2009128906A

Attorney, Agent or Firm:

Michiharu Soga
Kajinami order
Kazuhiro Oyaku
Shunichi Ueda
Junichiro Yoshida
Satoshi Iino
Bessho Kobo

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