NEURAL CALCULATION DEVICE AND NEURAL CALCULATION METHOD

WIPO Patent Application WO/2020/213670

A1

The present invention provides a neural calculation device 1, etc., with which it is possible to dynamically omit calculations relating to a neuron. The present invention comprises: a neural net calculation unit 2 composed of a plurality of neuron calculators 21a that add up the results obtained by multiplying input data i and a weighting coefficient w and applying an activation function to the addition result to output output data o; a zero output specification unit 3 for performing a calculation to specify a neuron calculator 21a for which the output is zero depending on the input data i; and a control unit 4 for controlling the calculation of the neural net calculation unit 2 on the basis of the output of the zero output specification unit 3 so as to omit the calculation of the neuron calculator 21a for which the output is zero.

WO/2022/072507	IMAGE GENERATION USING ONE OR MORE NEURAL NETWORKS
JP6964969	Arithmetic processing unit, arithmetic processing method and program
WO/2021/170230	DEVICES AND METHODS FOR PROVIDING IMAGES AND IMAGE CAPTURING BASED ON A TEXT AND PROVIDING IMAGES AS A TEXT

TAKAMAEDA SHINYA (JP)
UEYOSHI KODAI (JP)

PCT/JP2020/016684

October 22, 2020

April 16, 2020

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UNIV HOKKAIDO NAT UNIV CORP (JP)

G06N3/02; G06N3/08

US20180174025A1	2018-06-21
JPH07302249A	1995-11-14
JP2018129033A	2018-08-16
JP2017182319A	2017-10-05

INTECT INTERNATIONAL PATENT OFFICE et al. (JP)

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