Improved Convolutional Neural Network Based on Fast Exponentially Linear Unit Activation Function

The activation functions play increasingly important roles in deep convolutional neural networks. The traditional activation functions have some problems such as gradient disappearance, neuron death and output offset, and so on. To solve these problems, we propose a new activation function in this p...

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Bibliographic Details
Main Authors: Zheng Qiumei, Tan Dan, Wang Fenghua
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8873678/