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公开(公告)号:US20210142162A1
公开(公告)日:2021-05-13
申请号:US16684087
申请日:2019-11-14
Applicant: Korea Electronics Technology Institute
Inventor: Seok Hoon JEON , Byung Soo KIM , Hee Tak KIM , Tae Ho HWANG
Abstract: Provided are a hyperparameter optimizer and method for optimizing hyperparameters and a spiking neural network processing unit. The optimizer includes a statistical analyzer configured to receive training data and perform statistical analysis on the training data, an objective function generator configured to generate hyperparameter-specific objective functions by using a statistical analysis value of the statistical analyzer, and an optimal hyperparameter selector configured to select optimal hyperparameters according to certain rules on the basis of the hyperparameter-specific objective functions.