| Author | : Jia-Bao Liu |
| File Size | : 53,8 Mb |
| Publisher | : Frontiers Media SA |
| Language | : English |
| Release Date | : 03 December 2021 |
| ISBN | : 9782889717972 |
| Pages | : 239 pages |
Download or read online Mathematical Treatment of Nanomaterials and Neural Networks written by Jia-Bao Liu,Muhammad Javaid,Shaohui Wang,Jinde Cao, published by Frontiers Media SA which was released on 2021-12-03. Get Mathematical Treatment of Nanomaterials and Neural Networks Books now! Available in PDF, ePub and Kindle.
Get BookThis concise, readable book provides a sampling of the very large, active, and expanding field of artificial neural network theory. It considers select areas of discrete mathematics linking combinatorics and the theory of the simplest types of artificial neural networks. Neural networks have emerged as a key technology in many
Get BookThis SpringerBrief describes how to build a rigorous end-to-end mathematical framework for deep neural networks. The authors provide tools to represent and describe neural networks, casting previous results in the field in a more natural light. In particular, the authors derive gradient descent algorithms in a unified way for several
Get BookIn the design of a neural network, either for biological modeling, cognitive simulation, numerical computation or engineering applications, it is important to investigate the network's computational performance which is usually described by the long-term behaviors, called dynamics, of the model equations. The purpose of this book is to give an
Get BookThe subject of Neural Networks is being seen to be coming of age, after its initial inception 50 years ago in the seminal work of McCulloch and Pitts. It is proving to be valuable in a wide range of academic disciplines and in important applications in industrial and business tasks. The
Get BookDownload or read online Mathematical Aspects of Spin Glasses and Neural Networks written by Anton Bovier,Pierre Picco, published by Springer Science & Business Media which was released on 2012-12-06. Get Mathematical Aspects of Spin Glasses and Neural Networks Books now! Available in PDF, ePub and Kindle.
Get BookThis book presents as its main subject new models in mathematical neuroscience. A wide range of neural networks models with discontinuities are discussed, including impulsive differential equations, differential equations with piecewise constant arguments, and models of mixed type. These models involve discontinuities, which are natural because huge velocities and short
Get BookThis book deals with new theoretical results for studyingCellular Neural Networks (CNNs) concerning its dynamical behavior. Newaspects of CNNs' applications are developed for modelling of somefamous nonlinear partial differential equations arising in biology, genetics, neurophysiology, physics, ecology, etc. The analysis ofCNNs' models is based on the harmonic balance method well
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