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Towards a new deep learning algorithm based on GRU and CNN : NGRU

Atassi Abdelhamid, el Azami Ikram

Journal of Automation Mobile Robotics and Intelligent Systems

2020

Vol. 14, No. 4

45--47

This paper describes our new deep learning system based on a comparison between GRU and CNN. Initially we start with the first system which uses Convolutional Neural Network (CNN) which we will compare with the second system which uses Gated Recurrent Unit (GRU). And through this comparison we propose a new system based on the positive points of the two previous systems. Therefore, this new system will take the right choice of hyper-parameters recommended by the authors of both systems. At the final stage we propose a method to apply this new system to the dataset of different languages (used especially in socials networks).