Litcius/Paper detail

WHY DEEP LEARNING PERFORMS BETTER THAN CLASSICAL MACHINE LEARNING?

Artzai Picón, Aitor Álvarez-Gila, Unai Irusta, Jone Echazarra

2020DYNA23 citationsDOIOpen Access PDF

Abstract

During the last years, deep learning techniques have demonstrated their capability to outperform traditional machine learning methods in completing complex pattern recognition tasks. In this article we will try to explain the reasons behind this.

Topics & Concepts

Artificial intelligenceComputer scienceDeep learningMachine learningMachine Learning and Data ClassificationAdvanced Neural Network ApplicationsExplainable Artificial Intelligence (XAI)