Activation Functions: Activation Functions in Deep Learning with LaTeX
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. Yasin Kütük who is holding a Ph.D. in economics is an assistant professor at the Department of Economics at Altinbas¿ University, Istanbul. His main research fields include computational social science, deep learning, econometrics, and statistical NLP. Introduction - Machine Learning - Neural Networks - Activation Functions - Monotonic Activation Functions - Periodic Activation Functions - Bias Unit .
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