公开(公告)号：US11922302B2

公开(公告)日：2024-03-05

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

IPC: G06N3/08 ,  G06N3/049 ,  G06N3/082 ,  G06N3/084

CPC classification number: G06N3/08 ,  G06N3/049 ,  G06N3/082 ,  G06N3/084

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.