%0 Journal Article
	%A Danilo López and  Nelson Vera and  Luis Pedraza
	%D 2016
	%J International Journal of Mathematical and Computational Sciences
	%B World Academy of Science, Engineering and Technology
	%I Open Science Index 120, 2016
	%T Analysis of Multilayer Neural Network Modeling and Long Short-Term Memory
	%U https://publications.waset.org/pdf/10006216
	%V 120
	%X This paper analyzes fundamental ideas and concepts related to neural networks, which provide the reader a theoretical explanation of Long Short-Term Memory (LSTM) networks operation classified as Deep Learning Systems, and to explicitly present the mathematical development of Backward Pass equations of the LSTM network model. This mathematical modeling associated with software development will provide the necessary tools to develop an intelligent system capable of predicting the behavior of licensed users in wireless cognitive radio networks.
	%P 697 - 702