Portal de Periódicos da CAPES

Fundamental Concepts of Convolutional Neural Network

2019; Springer Nature; Linguagem: Inglês

10.1007/978-3-030-32644-9_36

1868-4408

Anirudha Ghosh, Abu Sufian, Farhana Sultana, Amlan Chakrabarti, Debashis De,

Human Pose and Action Recognition

Convolutional neural network (or CNN) is a special type of multilayer neural network or deep learning architecture inspired by the visual system of living beings. The CNN is very much suitable for different fields of computer vision and natural language processing. The main focus of this chapter is an elaborate discussion of all the basic components of CNN. It also gives a general view of foundation of CNN, recent advancements of CNN and some major application areas.