Danilo López and Nelson Vera and Luis Pedraza Analysis of Multilayer Neural Network Modeling and Long ShortTerm Memory
697 - 702
2016
10
12
International Journal of Mathematical and Computational Sciences http://waset.org/publications/10006216
http://waset.org/publications/120
World Academy of Science, Engineering and Technology
This paper analyzes fundamental ideas and concepts related to neural networks, which provide the reader a theoretical explanation of Long ShortTerm 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.
International Science Index 120, 2016