Parametrized Deformed and General Neural Networks is popular PDF and ePub book, written by George A. Anastassiou in 2023-09-29, it is a fantastic choice for those who relish reading online the Technology & Engineering genre. Let's immerse ourselves in this engaging Technology & Engineering book by exploring the summary and details provided below. Remember, Parametrized Deformed and General Neural Networks can be Read Online from any device for your convenience.
Parametrized Deformed and General Neural Networks Book PDF Summary
In this book, we introduce the parametrized, deformed and general activation function of neural networks. The parametrized activation function kills much less neurons than the original one. The asymmetry of the brain is best expressed by deformed activation functions. Along with a great variety of activation functions, general activation functions are also engaged. Thus, in this book, all presented is original work by the author given at a very general level to cover a maximum number of different kinds of neural networks: giving ordinary, fractional, fuzzy and stochastic approximations. It presents here univariate, fractional and multivariate approximations. Iterated sequential multi-layer approximations are also studied. The functions under approximation and neural networks are Banach space valued.
Detail Book of Parametrized Deformed and General Neural Networks PDF
- Author : George A. Anastassiou
- Release : 29 September 2023
- Publisher : Springer Nature
- ISBN : 9783031430213
- Genre : Technology & Engineering
- Total Page : 854 pages
- Language : English
- PDF File Size : 10,6 Mb
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