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Jinjin Guo
Zhang Time Discretization (ZTD) Formulas and Applications
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5034376Zhang Time Discretization (ZTD) Formulas and Applicationshttps://www.gandhi.com.mx/zhang-time-discretization--ztd--formulas-and-applications-9781040091623/phttps://gandhi.vtexassets.com/arquivos/ids/4580201/image.jpg?v=63855022813267000034843484MXNCRC PressInStock/Ebooks/<p>This book aims to solve the discrete implementation problems of continuous-time neural network models while improving the performance of neural networks by using various Zhang Time Discretization (ZTD) formulas.</p><p>The authors summarize and present the systematic derivations and complete research of ZTD formulas from special 3S-ZTD formulas to general NS-ZTD formulas. These finally lead to their proposed discrete-time Zhang neural network (DTZNN) algorithms, which are more efficient, accurate, and elegant. This book will open the door to scientific and engineering applications of ZTD formulas and neural networks, and will be a major inspiration for studies in neural network modeling, numerical algorithm design, prediction, and robot manipulator control.</p><p>The book will benefit engineers, senior undergraduates, graduate students, and researchers in the fields of neural networks, computer mathematics, computer science, artificial intelligence, numerical algorithms, optimization, robotics, and simulation modeling.</p>...4765322Zhang Time Discretization (ZTD) Formulas and Applications34843484https://www.gandhi.com.mx/zhang-time-discretization--ztd--formulas-and-applications-9781040091623/phttps://gandhi.vtexassets.com/arquivos/ids/4580201/image.jpg?v=638550228132670000InStockMXN99999DIEbook20249781040091623_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9781040091623_<p>This book aims to solve the discrete implementation problems of continuous-time neural network models while improving the performance of neural networks by using various Zhang Time Discretization (ZTD) formulas.</p><p>The authors summarize and present the systematic derivations and complete research of ZTD formulas from special 3S-ZTD formulas to general NS-ZTD formulas. These finally lead to their proposed discrete-time Zhang neural network (DTZNN) algorithms, which are more efficient, accurate, and elegant. This book will open the door to scientific and engineering applications of ZTD formulas and neural networks, and will be a major inspiration for studies in neural network modeling, numerical algorithm design, prediction, and robot manipulator control.</p><p>The book will benefit engineers, senior undergraduates, graduate students, and researchers in the fields of neural networks, computer mathematics, computer science, artificial intelligence, numerical algorithms, optimization, robotics, and simulation modeling.</p>...9781040091623_CRC Presslibro_electonico_9781040091623_9781040091623Jinjin GuoInglésMéxico2024-08-07T00:00:00+00:00https://getbook.kobo.com/koboid-prod-public/taylorandfrancis-epub-562bf5a8-541a-464b-b3ee-f7f33cc2f8e8.epub2024-08-07T00:00:00+00:00CRC Press