Self Organizing Neural Maps The Retinotectal Map And Mechanisms Of Neural Development
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Self Organizing Neural Maps The Retinotectal Map And Mechanisms Of Neural Development
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Author : John T. Schmidt
language : en
Publisher: Academic Press
Release Date : 2019-10-15
Self Organizing Neural Maps The Retinotectal Map And Mechanisms Of Neural Development written by John T. Schmidt and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-10-15 with Medical categories.
Self-organizing Neural Maps: From Retina to Tectum describes the underlying processes that determine how retinal fibers self-organize into an orderly visual map. The formation of neural maps is a fundamental organizing concept in neurodevelopment that can shed light on developmental mechanisms and the functions of genes elsewhere. The book presents a summary of research in the retinotectal field with an ultimate goal of synthesizing how underlying mechanisms in neural development harmoniously come together to create life. A broad spectrum of neuroscientists and biomedical scientists with differing backgrounds and varied expertise will find this book useful. - Describes the mechanisms relating to the developmental wiring of the retinotectal system - Brings together the state-of-the-art research in axon guidance and neuronal activity mechanisms in map formation - Focuses on topographical maps and inclusion of multiple animal models, from fish to mammals - Explores the molecular guidance and activity dependent cue components involved in neurodevelopment
The Self Assembling Brain
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Author : Peter Robin Hiesinger
language : en
Publisher: Princeton University Press
Release Date : 2022-12-13
The Self Assembling Brain written by Peter Robin Hiesinger and has been published by Princeton University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-12-13 with Computers categories.
"In this book, Peter Robin Hiesinger explores historical and contemporary attempts to understand the information needed to make biological and artificial neural networks. Developmental neurobiologists and computer scientists with an interest in artificial intelligence - driven by the promise and resources of biomedical research on the one hand, and by the promise and advances of computer technology on the other - are trying to understand the fundamental principles that guide the generation of an intelligent system. Yet, though researchers in these disciplines share a common interest, their perspectives and approaches are often quite different. The book makes the case that "the information problem" underlies both fields, driving the questions that are driving forward the frontiers, and aims to encourage cross-disciplinary communication and understanding, to help both fields make progress. The questions that challenge researchers in these fields include the following. How does genetic information unfold during the years-long process of human brain development, and can this be a short-cut to create human-level artificial intelligence? Is the biological brain just messy hardware that can be improved upon by running learning algorithms in computers? Can artificial intelligence bypass evolutionary programming of "grown" networks? These questions are tightly linked, and answering them requires an understanding of how information unfolds algorithmically to generate functional neural networks. Via a series of closely linked "discussions" (fictional dialogues between researchers in different disciplines) and pedagogical "seminars," the author explores the different challenges facing researchers working on neural networks, their different perspectives and approaches, as well as the common ground and understanding to be found amongst those sharing an interest in the development of biological brains and artificial intelligent systems"--
Text Analytics
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Author : John Atkinson-Abutridy
language : en
Publisher: CRC Press
Release Date : 2022-05-03
Text Analytics written by John Atkinson-Abutridy and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-05-03 with Computers categories.
Text Analytics: An Introduction to the Science and Applications of Unstructured Information Analysis is a concise and accessible introduction to the science and applications of text analytics (or text mining), which enables automatic knowledge discovery from unstructured information sources, for both industrial and academic purposes. The book introduces the main concepts, models, and computational techniques that enable the reader to solve real decision-making problems arising from textual and/or documentary sources. Features: Easy-to-follow step-by-step concepts and methods Every chapter is introduced in a very gentle and intuitive way so students can understand the WHYs, WHAT-IFs, WHAT-IS-THIS-FORs, HOWs, etc. by themselves Practical programming exercises in Python for each chapter Includes theory and practice for every chapter, summaries, practical coding exercises for target problems, QA, and sample code and data available for download at https://www.routledge.com/Atkinson-Abutridy/p/book/9781032249797
Principles Of Computational Modelling In Neuroscience
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Author : David Sterratt
language : en
Publisher: Cambridge University Press
Release Date : 2023-10-05
Principles Of Computational Modelling In Neuroscience written by David Sterratt and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-10-05 with Medical categories.
Learn to use computational modelling techniques to understand the nervous system at all levels, from ion channels to networks.
The Handbook Of Brain Theory And Neural Networks
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Author : Michael A. Arbib
language : en
Publisher: MIT Press
Release Date : 2003
The Handbook Of Brain Theory And Neural Networks written by Michael A. Arbib and has been published by MIT Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2003 with Computers categories.
This second edition presents the enormous progress made in recent years in the many subfields related to the two great questions : how does the brain work? and, How can we build intelligent machines? This second edition greatly increases the coverage of models of fundamental neurobiology, cognitive neuroscience, and neural network approaches to language. (Midwest).
Formation And Regeneration Of Nerve Connections
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Author : SHARMA
language : en
Publisher: Springer Science & Business Media
Release Date : 2013-11-11
Formation And Regeneration Of Nerve Connections written by SHARMA and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-11-11 with Social Science categories.
Development Of Neural Circuitry
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Author :
language : en
Publisher: Academic Press
Release Date : 2009-05-07
Development Of Neural Circuitry written by and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009-05-07 with Medical categories.
The nervous system is highly complex both in its structural order and in its ability to perform the many functions required for survival and interaction with the environment; understanding how it develops has proven to be one of the greatest challenges in biology. Such precision demands that key events at every developmental stage are executed properly and are coordinated to produce the circuitry underlying each of the adult nervous system's functions. This volume describes the latest research on the cellular and molecular mechanisms of neural circuitry development, while providing researchers with a one-stop overview and synthesis of contemporary thought in the area. Reviews current research findings on the development of neural circuitry, providing researchers with an overview and synthesis of the latest contemporary thought in the cellular and molecular mechanisms that underlie the development of neural circuitry Includes chapters discussing topics such as the guidance of nerve growth and the formation of plasticity of synapses, helping researchers better understand underlying mechanisms of neural circuit development and maintenance that may play a role in such human diseases/conditions as depression, anxiety, and pain Chapters make use of a variety of human and animal models, allowing researchers to compare and contrast neural circuitry development across a wide spectrum of models
The Self Organizing Brain From Growth Cones To Functional Networks
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Author : Jaap Pelt
language : en
Publisher: Elsevier
Release Date : 1994-10-11
The Self Organizing Brain From Growth Cones To Functional Networks written by Jaap Pelt and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 1994-10-11 with Medical categories.
This book concentrates on the organizational level of neurons and neuronal networks under the unifying theme "The Self-Organizing Brain - From Growth Cones to Functional Networks". Such a theme is attractive because it incorporates all phases in the emergence of complexity and (adaptive) organization, as well as involving processes that remain operative in the mature state. The order of the sections follows successive levels of organization from neuronal growth cones, neurite formation, neuronal morphology and signal processing to network development, network dynamics and, finally, to the formation of functional circuits.
Neural Organization
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Author : Michael A. Arbib
language : en
Publisher: MIT Press
Release Date : 1998
Neural Organization written by Michael A. Arbib and has been published by MIT Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 1998 with Medical categories.
In Neural Organization, Arbib, Erdi, and Szentagothai integrate structural, functional, and dynamical approaches to the interaction of brain models and neurobiologcal experiments. Both structure-based "bottom-up" and function- based "top-down" models offer coherent concepts by which to evaluate the experimental data. The goal of this book is to point out the advantages of a multidisciplinary, multistrategied approach to the brain.Part I of Neural Organization provides a detailed introduction to each of the three areas of structure, function, and dynamics. Structure refers to the anatomical aspects of the brain and the relations between different brain regions. Function refers to skills and behaviors, which are explained by means of functional schemas and biologically based neural networks. Dynamics refers to the use of a mathematical framework to analyze the temporal change of neural activities and synaptic connectivities that underlie brain development and plasticity--in terms of both detailed single-cell models and large-scale network models.In part II, the authors show how their systematic approach can be used to analyze specific parts of the nervous system--the olfactory system, hippocampus, thalamus, cerebral cortex, cerebellum, and basal ganglia--as well as to integrate data from the study of brain regions, functional models, and the dynamics of neural networks. In conclusion, they offer a plan for the use of their methods in the development of cognitive neuroscience."
Brain Development
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Author : Michael W. Miller
language : en
Publisher: Oxford University Press
Release Date : 2006-04-06
Brain Development written by Michael W. Miller and has been published by Oxford University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006-04-06 with Health & Fitness categories.
This text describes both the intricate events underlying normal development of the nervous system and how alcohol and nicotine interfere with that development. It highlights the plasticity and resilience of the developing brain, as well as the targeted effects of each toxin.