Hyper-parameter optimization method for skiing neural network and the processing apparatus thereof

摘要

The present invention is an optimizer for optimizing hyper parameters of a spiking neural network processing unit, a statistical analysis unit that receives training data and performs statistical analysis, and an objective function for each hyper parameter using the statistical analysis value of the statistical analysis unit. It provides a hyperparameter optimizer including an objective function generation unit that generates an objective function and an optimum hyperparameter selection unit that selects an optimum hyperparameter according to a predetermined rule by the objective function for each hyperparameter.