Deep Neuro-Fuzzy Systems with Python: With Case Studies and Applications from the Industry

© Himanshu Singh, Yunis Ahmad Lone 2020

H. Singh, Y. A. LoneDeep Neuro-Fuzzy Systems with Pythonhttps://doi.org/10.1007/978-1-4842-5361-8_5

5. Artificial Neural Networks

Himanshu Singh¹  and Yunis Ahmad Lone²

(1)

Allahabad, Uttar Pradesh, India

(2)

Hyderabad, Andhra Pradesh, India

 

The previous chapter discussed various terminology related to Machine Learning and some of the metrics used to check the accuracy of the model. This chapter discusses the concepts of neural networks.

This chapter begins by explaining artificial neural networks and their components. It covers some of these components in detail, like activation functions, layers, etc. It then covers some of the advanced architectures of neural networks, like convolutional neural networks, recurrent ...