Автор: Strang Gilbert Название: Linear Algebra and Learning from Data ISBN: 0692196382 ISBN-13(EAN): 9780692196380 Издательство: Cambridge Academ Рейтинг: Цена: 9978.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Linear algebra and the foundations of deep learning, together at last! From Professor Gilbert Strang, acclaimed author of Introduction to Linear Algebra, comes Linear Algebra and Learning from Data, the first textbook that teaches linear algebra together with deep learning and neural nets. This readable yet rigorous textbook contains a complete course in the linear algebra and related mathematics that students need to know to get to grips with learning from data. Included are: the four fundamental subspaces, singular value decompositions, special matrices, large matrix computation techniques, compressed sensing, probability and statistics, optimization, the architecture of neural nets, stochastic gradient descent and backpropagation.
Автор: Nelson Philip Название: Biological Physics Student Edition: Energy, Information, Life ISBN: 057868702X ISBN-13(EAN): 9780578687025 Издательство: Неизвестно Рейтинг: Цена: 4551.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Award-winning prof brings you from first-year classes to the frontier of single-molecule biophysics. Biological Physics is a university textbook focusing on results in molecular motors, self-assembly, and single-molecule manipulation, and integrates these topics with classic results in statistical physics, biophysical chemistry, and neuroscience.
Автор: Gabor Forgacs Название: Biological Physics of the Developing Embryo ISBN: 0521783372 ISBN-13(EAN): 9780521783378 Издательство: Cambridge Academ Рейтинг: Цена: 15682.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book shows how physics can be used to analyze the changes that cells and tissues undergo during development. Major stages and components of the biological development process are introduced and analyzed. Full-color throughout, this comprehensive textbook is suitable for graduate and upper-undergraduate courses in physics and biology.
Автор: Crockett, Robin (university Of Northampton) Название: A Primer on Fourier Analysis for the Geosciences ISBN: 1316600246 ISBN-13(EAN): 9781316600245 Издательство: Cambridge Academ Рейтинг: Цена: 6019.00 р. Наличие на складе: Поставка под заказ.
Описание: An intuitive introduction to basic Fourier theory, with an emphasis on geoscience applications. Numerous worked examples from R are used to illustrate the theory, making this an ideal practical guide for graduate students and researchers who are using time-series analysis to quantify periodic features in geoscience data.
Автор: Quarteroni, Alfio Gervasio, Paola Название: Primer on mathematical modelling ISBN: 3030445402 ISBN-13(EAN): 9783030445409 Издательство: Springer Рейтинг: Цена: 5590.00 р. Наличие на складе: Поставка под заказ.
Описание: In this book we describe the magic world of mathematical models: starting from real-life problems, we formulate them in terms of equations, transform equations into algorithms and algorithms into programs to be executed on computers. A broad variety of examples and exercises illustrate that properly designed models can, e.g.: predict the way the number of dolphins in the Aeolian Sea will change as food availability and fishing activity vary; describe the blood flow in a capillary network; calculate the PageRank of websites. This book also includes a chapter with an elementary introduction to Octave, an open-source programming language widely used in the scientific community.
Octave functions and scripts for dealing with the problems presented in the text can be downloaded from https://paola-gervasio.unibs.it/quarteroni-gervasioThis book is addressed to any student interested in learning how to construct and apply mathematical models.
Автор: Helms, Volkhard Название: Principles of Computational Cell Biology ISBN: 3527333584 ISBN-13(EAN): 9783527333585 Издательство: Wiley Рейтинг: Цена: 11880.00 р. Наличие на складе: Поставка под заказ.
Описание: This successful text, now in its 2nd ed. , provides an ideal introduction into the possibilities of modeling on a cell biology level. It extends the strengths of the first edition even further while keeping faithful to the trusted hands-on concept and keeping math to the minimum.
Автор: H.A. Mastebroek; J.E. Vos Название: Plausible Neural Networks for Biological Modelling ISBN: 9401038643 ISBN-13(EAN): 9789401038645 Издательство: Springer Рейтинг: Цена: 13974.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Standard artificial neural networks are constructed from `units` (roughly similar to neurons) that transmit their `activity` (similar to membrane potentials or to mean firing rates) to other units via `weight factors` (similar to synaptic coupling efficacies).
Автор: Friedman Avner Название: Mathematical Modeling of Biological Processes ISBN: 3319083139 ISBN-13(EAN): 9783319083131 Издательство: Springer Рейтинг: Цена: 5590.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book on mathematical modeling of biological processes includes a wide selection of biological topics that demonstrate the power of mathematics and computational codes in setting up biological processes with a rigorous and predictive framework.
Автор: Lars Heepe; Longjian Xue; Stanislav N. Gorb Название: Bio-inspired Structured Adhesives ISBN: 3319865501 ISBN-13(EAN): 9783319865508 Издательство: Springer Рейтинг: Цена: 20962.00 р. Наличие на складе: Поставка под заказ.
Автор: Bharat Bhushan Название: Biomimetics ISBN: 3642442676 ISBN-13(EAN): 9783642442674 Издательство: Springer Рейтинг: Цена: 15672.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: As well as its didactic presentation of the field, this volume covers the commercial applications of biomimetics, detailing all of the most important effects and covering a number of examples including roughness-induced superomniphobic surfaces.
Автор: Andreas Oechsner; Lucas F. M. da Silva; Holm Alten Название: Analysis and Design of Biological Materials and Structures ISBN: 3642441815 ISBN-13(EAN): 9783642441813 Издательство: Springer Рейтинг: Цена: 18284.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This collection of advanced analyses and techniques in biomaterials design includes mechanical studies of biological structures and features 16 known experts who present research on stress and strain analysis, material properties, and fluid and gas mechanics.
Описание: Book presents the theoretical aspects of surface and ground water hydraulics, contaminant transport, hydrological and water resource systems. It explains the solution approaches to solve the required analytical and partial differential equations through computer codes and their applications. The codes are based on the Python computational platform.
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