Deep learning review and its applications

Andoni Azkarate Saiz
Department of Computer Science, Artificial Intelligence Computer Science Faculty, Universidad del Pais Vasco
Universidad del Pais Vasco, 2015


   title={Deep learning review and its applications},

   author={Azkarate Saiz, Andoni},



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Deep neural networks have recently gained popularity for improving state-of-the-art machine learning algorithms in diverse areas such as speech recognition, computer vision and bioinformatics. Convolutional networks especially have shown prowess in visual recognition tasks such as object recognition and detection in which this work is focused on. Modern award-winning architectures have systematically surpassed previous attempts at tackling computer vision problems and keep winning most current competitions. After a brief study of deep learning architectures and readily available frameworks and libraries, the LeNet handwriting digit recognition network study case is developed, and lastly a deep learning network for playing simple videogames is reviewed.
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