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Deep Learning Techniques:An Overview - 2020

Deep Learning Techniques:An Overview

Research Area:  Machine Learning

Abstract:

Deep learning is a class of machine learning which performs much better on unstructured data. Deep learning techniques are outperforming current machine learning techniques. It enables computational models to learn features progressively from data at multiple levels. The popularity of deep learning amplified as the amount of data available increased as well as the advancement of hardware that provides powerful computers. This article comprises the evolution of deep learning, various approaches to deep learning, architectures of deep learning, methods, and applications.

Keywords:  

Author(s) Name:  Amitha Mathew, P. Amudha & S. Sivakumari

Journal name:  

Conferrence name:  International Conference on Advanced Machine Learning Technologies and Applications

Publisher name:  Springer

DOI:  10.1007/978-981-15-3383-9_54

Volume Information: