Activation Functions: Activation Functions in Deep Learning with Latex Applications

ISBN-13: 9783631873281 / Angielski / Miękka / 2022 / 84 str.

Yasin Kutuk

Opis

This book describes the functions frequently used in deep neural networks. For this purpose, 37 activation functions are explained both mathematically and visually, and given with their LaTeX implementations due to their common use in scientific articles.

Spis treści

Introduction - Machine Learning - Neural Networks - Activation Functions - Monotonic Activation Functions - Periodic Activation Functions - Bias Unit .

O autorze

Yasin Kütük who is holding a Ph.D. in economics is an assistant professor at theDepartment of Economics at Altinbas¸ University, Istanbul. His main research fieldsinclude computational social science, deep learning, econometrics, and statistical NLP.