Topic 05: Convolutional Neural Networks - Part I

This chapter introduce –convolutional neural networks (CNNs)– one of the most popular component of deep learning architecture. CNNs are widely applied in all type of domains such as natural language processing (NLP), audio, and time-series data. In this part, we introduce the CNNs, properties and components of CNN, differences between CNN and FCN as well as math behind the CNNs.