Canon Medical Systems Corporation

Marco Visentini Scarzanella

Toshimitsu Kaneko

Yasunori Taguchi

Wataru Watanabe

Tomoya Okazaki

According to an embodiment, a network training device includes a first training unit that trains a first network that converts an input signal to a first signal, a second training unit that trains a second network that converts the first signal to a second signal, and a third training unit that trains a third network that converts the second signal to an output signal. The first training unit trains the first network as an encoder of a first autoencoder. The second training unit trains the second network by backpropagation by using a second signal for training corresponding to the first signal for training as supervised data. The second signal for training is generated by an encoder of a second autoencoder that encodes a third signal for training into the second signal for training, and decodes the second signal for training into the third signal for training.

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Tokyo, Japan

Marco Visentini Scarzanella