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  • Open Daily: 10am - 10pm
    Alley-side Pickup: 10am - 7pm

    3038 Hennepin Ave Minneapolis, MN
    612-822-4611

Open Daily: 10am - 10pm | Alley-side Pickup: 10am - 7pm
3038 Hennepin Ave Minneapolis, MN
612-822-4611
Parametrized, Deformed and General Neural Networks

Parametrized, Deformed and General Neural Networks

Anastassiou, George A.

Hardcover

Series: Studies in Computational Intelligence, Book 1116

Technology & EngineeringGeneral ComputersGeneral Mathematics

ISBN10: 3031430204
ISBN13: 9783031430206
Publisher: Springer
Published: Oct 2 2023
Pages: 853
Weight: 3.05
Height: 1.81 Width: 6.14 Depth: 9.21
Language: English

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.

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