EXPERIMENTAL RESEARCH AND ANALYSIS OF INFLUENCE OF PRINCIPAL PARAMETERS CONVOLUTIONAL NEURAL NETWORKS ON THE QUALITY OF THEIR TRAINING

Abstract

In state is to analyze the influence an activation function, strategy initialization and kind of normaliza- tion on the quality of a training and generalization.

Keywords

• сверточная нейронная сеть
• функция активации
• инициализация весов
• тип нормировки
• convolutional neural network
• activation function
• strategy of initialization
• kind of normalization