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ANALYSIS OF MULTI LAYER NEURONAL NETWORKS MODELING AND LONG SHORT-TERM MEMORY.
- Johana Hernández Viveros, Danilo López, Danilo AlfonsoNelson Enrique Vera, L.F. Pedraza
- Computer Science
- 30 April 2017
This paper analyzes fundamental ideas and concepts related to neural networks, which provide the reader a theoretical explanation of Long-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. Expand
Algorithm and software based on MLPNN for estimating channel use in the spectral decision stage in cognitive radio networks
The use of the multilayer perceptron neural networks (MLPNN) technique is proposed to estimate the future state of use of a licensed channel by primary users (PUs); this will be useful at the spectral decision stage in cognitive radio networks (CRN) to determine approximately in which time instants of future appearance of Pus. Expand