Activation Functions - Activation Functions in Deep Learning with LaTeX Applications

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.

List of contents

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

About the author

Yasin Kütük who is holding a Ph.D. in economics is an assistant professor at the
Department of Economics at Alt¿nbas¿ University, Istanbul. His main research fields
include computational social science, deep learning, econometrics, and statistical NLP.

Product details

• Authors: Yasin Kütük
• Publisher: Peter Lang
• Languages: English
• Product format: Paperback / Softback
• Released: 01.01.2022
• EAN: 9783631873281
• ISBN: 978-3-631-87328-1
• No. of pages: 84
• Dimensions: 148 mm x 4 mm x 210 mm
• Weight: 122 g
• Illustrations: 29 Abb.
• Subjects: Non-fiction book > Politics, society, business > Business: general, reference works; Social sciences, law, business > Business > General, dictionaries