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Computational Modelling of the Brain: Modelling Approaches to Cells, Circuits and Networks, Giugliano Michele, Negrello Mario, Linaro Daniele


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Автор: Giugliano Michele, Negrello Mario, Linaro Daniele
Название:  Computational Modelling of the Brain: Modelling Approaches to Cells, Circuits and Networks
ISBN: 9783030894382
Издательство: Springer
Классификация:


ISBN-10: 303089438X
Обложка/Формат: Hardcover
Страницы: 372
Вес: 0.86 кг.
Дата издания: 28.05.2022
Серия: Cellular neuroscience, neural circuits and systems neuroscience
Язык: English
Издание: 1st ed. 2022
Иллюстрации: 94 illustrations, color; 21 illustrations, black and white; xii, 359 p. 115 illus., 94 illus. in color.
Размер: 25.40 x 17.78 x 2.24 cm
Читательская аудитория: Professional & vocational
Подзаголовок: Modelling approaches to cells, circuits and networks
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание: This volume offers an up-to-date overview of essential concepts and modern approaches to computational modelling, including the use of experimental techniques related to or directly inspired by them. The book introduces, at increasing levels of complexity and with the non-specialist in mind, state-of-the-art topics ranging from single-cell and molecular descriptions to circuits and networks. Four major themes are covered, including subcellular modelling of ion channels and signalling pathways at the molecular level, single-cell modelling at different levels of spatial complexity, network modelling from local microcircuits to large-scale simulations of entire brain areas and practical examples. Each chapter presents a systematic overview of a specific topic and provides the reader with the fundamental tools needed to understand the computational modelling of neural dynamics. This book is aimed at experimenters and graduate students with little or no prior knowledge of modelling who are interested in learning about computational models from the single molecule to the inter-areal communication of brain structures. The book will appeal to computational neuroscientists, engineers, physicists and mathematicians interested in contributing to the field of neuroscience. Chapters 6, 10 and 11 are available open access under a Creative Commons Attribution 4.0 International License via link.springer.com.
Дополнительное описание: PART I. Cellular Scale.- Chapter 1. Modelling Neurons in 3D at the Nanoscale.- Chapter 2. Modelling Dendrites and Spatially-Distributed Neuronal Membrane Properties.- Chapter 3. A User's Guide to Generalized Integrate-and-Fire Models.- Chapter 4. Neuron-g



Cellular Biophysics and Modeling: A Primer on the Computational Biology of Excitable Cells

Автор: Greg Conradi Smith
Название: Cellular Biophysics and Modeling: A Primer on the Computational Biology of Excitable Cells
ISBN: 1107005361 ISBN-13(EAN): 9781107005365
Издательство: Cambridge Academ
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Цена: 15046.00 р.
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Описание: What every neuroscientist should know about the mathematical modeling of excitable cells. Combining empirical physiology and nonlinear dynamics, this text provides an introduction to the simulation and modeling of dynamic phenomena in cell biology and neuroscience. It introduces mathematical modeling techniques alongside cellular electrophysiology. Topics include membrane transport and diffusion, the biophysics of excitable membranes, the gating of voltage and ligand-gated ion channels, intracellular calcium signalling, and electrical bursting in neurons and other excitable cell types. It introduces mathematical modeling techniques such as ordinary differential equations, phase plane, and bifurcation analysis of single-compartment neuron models. With analytical and computational problem sets, this book is suitable for life sciences majors, in biology to neuroscience, with one year of calculus, as well as graduate students looking for a primer on membrane excitability and calcium signalling.

Computational Intelligence Techniques for Bioprocess Modelling, Supervision and Control

Автор: Maria Carmo Nicoletti
Название: Computational Intelligence Techniques for Bioprocess Modelling, Supervision and Control
ISBN: 3642424864 ISBN-13(EAN): 9783642424861
Издательство: Springer
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Цена: 26120.00 р.
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Описание: This research book presents the use of computational intelligence paradigms in the bioprocess-related tasks of modeling, supervision, monitoring and control, diagnostic, learning and optimization. All have applications to a wide variety of other areas.

Computational Hemodynamics – Theory, Modelling and Applications

Автор: Jiyuan Tu; Kiao Inthavong; Kelvin Kian Loong Wong
Название: Computational Hemodynamics – Theory, Modelling and Applications
ISBN: 9402407421 ISBN-13(EAN): 9789402407426
Издательство: Springer
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Цена: 22359.00 р.
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Описание: This book discusses geometric and mathematical models that can be used to study fluid and structural mechanics in the cardiovascular system. Where traditional research methodologies in the human cardiovascular system are challenging due to its invasive nature, several recent advances in medical imaging and computational fluid and solid mechanics modelling now provide new and exciting research opportunities. This emerging field of study is multi-disciplinary, involving numerical methods, computational science, fluid and structural mechanics, and biomedical engineering. Certainly any new student or researcher in this field may feel overwhelmed by the wide range of disciplines that need to be understood. This unique book is one of the first to bring together knowledge from multiple disciplines, providing a starting point to each of the individual disciplines involved, attempting to ease the steep learning curve. This book presents elementary knowledge on the physiology of the cardiovascular system; basic knowledge and techniques on reconstructing geometric models from medical imaging; mathematics that describe fluid and structural mechanics, and corresponding numerical/computational methods to solve its equations and problems. Many practical examples and case studies are presented to reinforce best practice guidelines for setting high quality computational models and simulations. These examples contain a large number of images for visualization, to explain cardiovascular physiological functions and disease. The reader is then exposed to some of the latest research activities through a summary of breakthrough research models, findings, and techniques. The book’s approach is aimed at students and researchers entering this field from engineering, applied mathematics, biotechnology or medicine, wishing to engage in this emerging and exciting field of computational hemodynamics modelling.

Computational Approaches in Chlamydomonas reinhardtii for Effectual Bio-hydrogen Production

Автор: Pratyoosh Shukla; M.V.K. Karthik
Название: Computational Approaches in Chlamydomonas reinhardtii for Effectual Bio-hydrogen Production
ISBN: 8132223829 ISBN-13(EAN): 9788132223825
Издательство: Springer
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Цена: 7685.00 р.
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Описание: This book describes the feasibility of using molecular dynamics as a screening technique to identify the stability of HydA1 and PetF interactions. Structure-based computational approaches are necessary to recognize and characterize protein-protein complexes and their functions. It introduces the idea that for specific proteins, homology modeling is the most effective technique and that docking algorithms are an increasingly powerful tool for providing a detailed explanation of such interactions. This book is a useful source of information on biomass-based biofuels for researchers in the field of bio-hydrogen and bioinformatics techniques. Biofuel and bioenergy produced from unicellular microalgae Chlamydomonas reinhardtii is a clean energy source and providing information about functional optimization in HydA1 and PetF interactions will help researchers to adopt swift screening methods to identify key protein complexes and their functions. The book also provides an introduction to hydrogenases and associated Chlamydomonas reinhardtii, which is a useful model microorganism for research on biofuel production. The book focuses on the in silico methods such as phylogenetic studies, homology modeling, molecular docking, electrostatic studies and conformational analysis, which have the potential to become the most cost-effective methods for bio-fuel production. This book provides a valuable resource to senior undergraduate and graduate students, researchers, professionals and other interested individuals or groups working in the area of bioenergy with special reference to microalgal biofuel.

Quantitative in Silico Chromatography: Computational Modelling of Molecular Interactions

Название: Quantitative in Silico Chromatography: Computational Modelling of Molecular Interactions
ISBN: 1849739919 ISBN-13(EAN): 9781849739917
Издательство: Royal Society of Chemistry
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Цена: 30624.00 р.
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Описание: Written by the author of "HPLC: A Practical Guide" (RSC, 1999),this book presents the possibilities for characterising biological applications by combining analytical and computational chemistries.

Plausible Neural Networks for Biological Modelling

Автор: H.A. Mastebroek; J.E. Vos
Название: Plausible Neural Networks for Biological Modelling
ISBN: 9401038643 ISBN-13(EAN): 9789401038645
Издательство: Springer
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Цена: 13974.00 р.
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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: Yongxian Wang, Zhenghua Wang
Название: Proteomics and Biological Networks
ISBN: 311046117X ISBN-13(EAN): 9783110461176
Издательство: Walter de Gruyter
Цена: 22305.00 р.
Наличие на складе: Нет в наличии.

Описание: This book presents molecular biology knowledge and mathematical theories of frequently-used algorithms in sequence comparison, gene finding, sequence evolution and structuring phylogenetic tree.

Computational Approaches for Studying Enzyme Mechanism Part B,578

Автор: Voth, Gregory
Название: Computational Approaches for Studying Enzyme Mechanism Part B,578
ISBN: 0128111070 ISBN-13(EAN): 9780128111079
Издательство: Elsevier Science
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Цена: 24423.00 р.
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Описание:

Computational Approaches for Studying Enzyme Mechanism, Part B is the first of two volumes in the Methods in Enzymology series that focuses on computational approaches for studying enzyme mechanism. The serial achieves the critically acclaimed gold standard of laboratory practices and remains one of the most highly respected publications in the molecular biosciences.

Each volume is eagerly awaited, frequently consulted, and praised by researchers and reviewers alike. Now with over 550 volumes, the series remains a prominent and essential publication for researchers in all fields of the life sciences and biotechnology, including biochemistry, chemical biology, microbiology, synthetic biology, cancer research, genetics, and other fields of study.

Computational Approaches for Studying Enzyme Mechanism,577

Автор: Voth, Gregory
Название: Computational Approaches for Studying Enzyme Mechanism,577
ISBN: 012805347X ISBN-13(EAN): 9780128053478
Издательство: Elsevier Science
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Цена: 24423.00 р.
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Описание:

Computational Approaches for Studying Enzyme Mechanism Part A, is the first of two volumes in the Methods in Enzymology series, focusses on computational approaches for studying enzyme mechanism.

The serial achieves the critically acclaimed gold standard of laboratory practices and remains one of the most highly respected publications in the molecular biosciences.

Each volume is eagerly awaited, frequently consulted, and praised by researchers and reviewers alike. Now with over 550 volumes, the series remains a prominent and essential publication for researchers in all fields of life sciences and biotechnology, including biochemistry, chemical biology, microbiology, synthetic biology, cancer research, and genetics to name a few.

  • Focuses on computational approaches for studying enzyme mechanism
  • Continues the legacy of this premier serial with quality chapters authored by leaders in the field
  • Covers research methods in intermediate filament associated proteins, and contains sections on such topics as lamin-associated proteins, intermediate filament-associated proteins and plakin, and other cytoskeletal cross-linkers
Computational Approaches in Molecular Radiation Biology

Автор: Matesh N. Varma; Aloke Chatterjee
Название: Computational Approaches in Molecular Radiation Biology
ISBN: 0306449951 ISBN-13(EAN): 9780306449956
Издательство: Springer
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Цена: 26122.00 р.
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`Essentials of cancer genomic, computational approaches and precision medicine

Автор: Masood
Название: `Essentials of cancer genomic, computational approaches and precision medicine
ISBN: 9811510660 ISBN-13(EAN): 9789811510663
Издательство: Springer
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Цена: 20962.00 р.
Наличие на складе: Поставка под заказ.


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