You might also like

More about Banach Space Valued Neural Network

• Book details
• Synopsis
• Trending among others

You get 467 loyalty points

Book synopsis

This book is about the generalization and modernization of approximation by neural network operators. Functions under approximation and the neural networks are Banach space valued. These are induced by a great variety of activation functions deriving from the arctangent, algebraic, Gudermannian, and generalized symmetric sigmoid functions. Ordinary, fractional, fuzzy, and stochastic approximations are exhibited at the univariate, fractional, and multivariate levels. Iterated-sequential approximations are also covered. The book's results are expected to find applications in the many areas of applied mathematics, computer science and engineering, especially in artificial intelligence and machine learning. Other possible applications can be in applied sciences like statistics, economics, etc. Therefore, this book is suitable for researchers, graduate students, practitioners, and seminars of the above disciplines, also to be in all science and engineering libraries.

Book details

Book category Books in English Computing & information technology Computer science Artificial intelligence

• Full title: Banach Space Valued Neural Network
• Subtitle: Ordinary and Fractional Approximation and Interpolation
• Author: George A. Anastassiou
• Language: English
• Binding: Paperback
• Number of pages: 423
• EAN: 9783031164026
• ID: 44123502
• Publisher: Springer, Berlin
• Dimensions: 235 × 155 mm
• Date of publishing: 16. October 2023

Trending among others

---

---

---