HU Yaogai, LI Wei, HU Jiming. An Artificial Neural Network with Improved Activation Function and Its Application[J]. Geomatics and Information Science of Wuhan University, 2004, 29(10): 916-919.
Citation:
HU Yaogai, LI Wei, HU Jiming. An Artificial Neural Network with Improved Activation Function and Its Application[J]. Geomatics and Information Science of Wuhan University, 2004, 29(10): 916-919.
HU Yaogai, LI Wei, HU Jiming. An Artificial Neural Network with Improved Activation Function and Its Application[J]. Geomatics and Information Science of Wuhan University, 2004, 29(10): 916-919.
Citation:
HU Yaogai, LI Wei, HU Jiming. An Artificial Neural Network with Improved Activation Function and Its Application[J]. Geomatics and Information Science of Wuhan University, 2004, 29(10): 916-919.
An Artificial Neural Network with Improved Activation Function and Its Application
In this paper, a novel variant activation (transform) sigmoid function with three parameters is proposed, and then the improved BP algorithm based on it is educed and discussed. The efficiency and advantage of the method is proved by the prediction results for the activity of herbicide based on the improved and traditional BP ANNs.
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