Network Neuroscience

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  • Publisher : Academic Press
  • Release : 20 September 2016
  • ISBN : 9780128015865
  • Page : 482 pages
  • Rating : 4.5/5 from 103 voters

Network Neuroscience Book PDF summary

Studying brain networks has become a truly interdisciplinary endeavor, attracting students and seasoned researchers alike from a wide variety of academic backgrounds. What has been lacking is an introductory textbook that brings together the different fields and provides a gentle introduction to the major concepts and findings in the emerging field of network neuroscience. Network Neuroscience is a one-stop-shop that is of equal use to the neurobiologist, who is interested in understanding the quantitative methods employed in network neuroscience, and to the physicist or engineer, who is interested in neuroscience applications of mathematical and engineering tools. The book spans 27 chapters that cover everything from individual cells all the way to complex network disorders such as depression and autism spectrum disorders. An additional 12 toolboxes provide the necessary background for making network neuroscience accessible independent of the reader’s background. Dr. Flavio Frohlich (www.networkneuroscientist.org) wrote this book based on his experience of mentoring dozens of trainees in the Frohlich Lab, from undergraduate students to senior researchers. The Frohlich lab (www.frohlichlab.org) pursues a unique and integrated vision that combines computer simulations, animal model studies, human studies, and clinical trials with the goal of developing novel brain stimulation treatments for psychiatric disorders. The book is based on a course he teaches at UNC that has attracted trainees from many different departments, including neuroscience, biomedical engineering, psychology, cell biology, physiology, neurology, and psychiatry. Dr. Frohlich has consistently received rave reviews for his teaching. With this book he hopes to make his integrated view of neuroscience available to trainees and researchers on a global scale. His goal is to make the book the training manual for the next generation of (network) neuroscientists, who will be fusing biology, engineering, and medicine to unravel the big questions about the brain and to revolutionize psychiatry and neurology. Easy-to-read, comprehensive introduction to the emerging field of network neuroscience Includes 27 chapters packed with information on topics from single neurons to complex network disorders such as depression and autism Features 12 toolboxes serve as primers to provide essential background knowledge in the fields of biology, mathematics, engineering, and physics

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Network Neuroscience

Network Neuroscience
  • Author : Flavio Fröhlich
  • Publisher : Academic Press
  • Release Date : 2016-09-20
  • ISBN : 9780128015865
DOWNLOAD BOOKNetwork Neuroscience

Studying brain networks has become a truly interdisciplinary endeavor, attracting students and seasoned researchers alike from a wide variety of academic backgrounds. What has been lacking is an introductory textbook that brings together the different fields and provides a gentle introduction to the major concepts and findings in the emerging field of network neuroscience. Network Neuroscience is a one-stop-shop that is of equal use to the neurobiologist, who is interested in understanding the quantitative methods employed in network neuroscience, and

Changing Connectomes

Changing Connectomes
  • Author : Marcus Kaiser
  • Publisher : MIT Press
  • Release Date : 2020-09-08
  • ISBN : 9780262360814
DOWNLOAD BOOKChanging Connectomes

An up-to-date overview of the field of connectomics, introducing concepts and mechanisms underlying brain network change at different stages. The human brain undergoes massive changes during its development, from early childhood and the teenage years to adulthood and old age. Across a wide range of species, from C. elegans and fruit flies to mice, monkeys, and humans, information about brain connectivity (connectomes) at different stages is now becoming available. New approaches in network neuroscience can be used to analyze the

Fundamentals of Brain Network Analysis

Fundamentals of Brain Network Analysis
  • Author : Alex Fornito,Andrew Zalesky,Edward Bullmore
  • Publisher : Academic Press
  • Release Date : 2016-03-04
  • ISBN : 9780124081185
DOWNLOAD BOOKFundamentals of Brain Network Analysis

Fundamentals of Brain Network Analysis is a comprehensive and accessible introduction to methods for unraveling the extraordinary complexity of neuronal connectivity. From the perspective of graph theory and network science, this book introduces, motivates and explains techniques for modeling brain networks as graphs of nodes connected by edges, and covers a diverse array of measures for quantifying their topological and spatial organization. It builds intuition for key concepts and methods by illustrating how they can be practically applied in diverse

Systems Neuroscience in Depression

Systems Neuroscience in Depression
  • Author : Thomas Frodl
  • Publisher : Academic Press
  • Release Date : 2016-09-01
  • ISBN : 9780128026281
DOWNLOAD BOOKSystems Neuroscience in Depression

Systems Neuroscience in Depression provides a comprehensive overview of the normal and depressed brain processes as studied from a systems neuroscience perspective. Systems neuroscience uses a wide variety of approaches to study how networks of neurons form the bases of higher brain function. A broad overview is discussed starting with a background from neurodevelopment and neural understanding as well as novel treatment approaches for depression. This book covers basic developmental aspects and depressive psychopathology, as well as the basic scientific

Cognitive Neuroscience and Psychotherapy

Cognitive Neuroscience and Psychotherapy
  • Author : Warren Tryon
  • Publisher : Academic Press
  • Release Date : 2014-03-22
  • ISBN : 9780124200982
DOWNLOAD BOOKCognitive Neuroscience and Psychotherapy

Cognitive Neuroscience and Psychotherapy provides a bionetwork theory unifying empirical evidence in cognitive neuroscience and psychopathology to explain how emotion, learning, and reinforcement affect personality and its extremes. The book uses the theory to explain research results in both disciplines and to predict future findings, as well as to suggest what the theory and evidence say about how we should be treating disorders for maximum effectiveness. While theoretical in nature, the book has practical applications, and takes a mathematical approach

From Molecules to Networks

From Molecules to Networks
  • Author : Ruth Heidelberger,M. Neal Waxham,John H. Byrne,James L. Roberts
  • Publisher : Elsevier
  • Release Date : 2003-11-10
  • ISBN : 0080491359
DOWNLOAD BOOKFrom Molecules to Networks

An understanding of the nervous system at virtually any level of analysis requires an understanding of its basic building block, the neuron. This book provides the solid foundation of the morphological, biochemical, and biophysical properties of nerve cells that is needed by advanced undergraduates and graduate students, as well as researchers in need of a thorough reference. * Highly referenced for readers to pursue topics of interest in greater detail * Unique coverage of the application of mathematical modeling and simulation approaches

Lectures in Supercomputational Neuroscience

Lectures in Supercomputational Neuroscience
  • Author : Peter Graben,Changsong Zhou,Marco Thiel,Jürgen Kurths
  • Publisher : Springer
  • Release Date : 2007-10-19
  • ISBN : 9783540731597
DOWNLOAD BOOKLectures in Supercomputational Neuroscience

Written from the physicist’s perspective, this book introduces computational neuroscience with in-depth contributions by system neuroscientists. The authors set forth a conceptual model for complex networks of neurons that incorporates important features of the brain. The computational implementation on supercomputers, discussed in detail, enables you to adapt the algorithm for your own research. Worked-out examples of applications are provided.

Discovering the Human Connectome

Discovering the Human Connectome
  • Author : Olaf Sporns
  • Publisher : MIT Press
  • Release Date : 2012-09-07
  • ISBN : 9780262304801
DOWNLOAD BOOKDiscovering the Human Connectome

A pioneer in the field outlines new empirical and computational approaches to mapping the neural connections of the human brain. Crucial to understanding how the brain works is connectivity, and the centerpiece of brain connectivity is the connectome, a comprehensive description of how neurons and brain regions are connected. In this book, Olaf Sporns surveys current efforts to chart these connections—to map the human connectome. He argues that the nascent field of connectomics has already begun to influence the

Current Advances in Affective Neuroscience

Current Advances in Affective Neuroscience
  • Author : Keith Maurice Kendrick,Benjamin Becker,Jiaojian Wang,Maria Bobes
  • Publisher : Frontiers Media SA
  • Release Date : 2020-05-29
  • ISBN : 9782889637577
DOWNLOAD BOOKCurrent Advances in Affective Neuroscience

Salience Network of the Human Brain

Salience Network of the Human Brain
  • Author : Lucina Q. Uddin
  • Publisher : Academic Press
  • Release Date : 2016-08-24
  • ISBN : 9780128045947
DOWNLOAD BOOKSalience Network of the Human Brain

Salience Network of the Human Brain focuses on the multiple sources of stimuli that compete for our attention, providing interesting discussions on how the relative salience—importance or prominence—of each of these inputs determines which ones we choose to focus on for more in-depth processing. The salience network is a collection of regions of the brain that select which stimuli are deserving of our attention. The network has key nodes in the insular cortex and is critical for detecting

The Cognitive Neurosciences, sixth edition

The Cognitive Neurosciences, sixth edition
  • Author : David Poeppel,George R. Mangun,Michael S. Gazzaniga
  • Publisher : MIT Press
  • Release Date : 2020-04-21
  • ISBN : 9780262043250
DOWNLOAD BOOKThe Cognitive Neurosciences, sixth edition

The sixth edition of the foundational reference on cognitive neuroscience, with entirely new material that covers the latest research, experimental approaches, and measurement methodologies. Each edition of this classic reference has proved to be a benchmark in the developing field of cognitive neuroscience. The sixth edition of The Cognitive Neurosciences continues to chart new directions in the study of the biological underpinnings of complex cognition—the relationship between the structural and physiological mechanisms of the nervous system and the psychological

Biomarkers in Psychiatry

Biomarkers in Psychiatry
  • Author : Judith Pratt,Jeremy Hall
  • Publisher : Springer
  • Release Date : 2019-01-05
  • ISBN : 9783319996424
DOWNLOAD BOOKBiomarkers in Psychiatry

This volume addresses one of the Holy Grails in Psychiatry, namely the evidence for and potential to adopt ‘Biomarkers’ for prevention, diagnosis, and treatment responses in mental health conditions. It meshes together state of the art research from international renowned pre-clinical and clinical scientists to illustrate how the fields of anxiety disorders, depression, psychotic disorders, and autism spectrum disorder have advanced in recent years.

Mathematical and Theoretical Neuroscience

Mathematical and Theoretical Neuroscience
  • Author : Giovanni Naldi,Thierry Nieus
  • Publisher : Springer
  • Release Date : 2018-03-20
  • ISBN : 9783319682976
DOWNLOAD BOOKMathematical and Theoretical Neuroscience

This volume gathers contributions from theoretical, experimental and computational researchers who are working on various topics in theoretical/computational/mathematical neuroscience. The focus is on mathematical modeling, analytical and numerical topics, and statistical analysis in neuroscience with applications. The following subjects are considered: mathematical modelling in Neuroscience, analytical and numerical topics; statistical analysis in Neuroscience; Neural Networks; Theoretical Neuroscience. The book is addressed to researchers involved in mathematical models applied to neuroscience.

Stress and Brain Health: Across the Life Course

Stress and Brain Health: Across the Life Course
  • Author : Anonim
  • Publisher : Academic Press
  • Release Date : 2020-03-21
  • ISBN : 9780128167533
DOWNLOAD BOOKStress and Brain Health: Across the Life Course

Stress and Brain Health: Across the Life Course, Volume 150, examines up-to-date knowledge on how stress effects brain health. The book's wide-ranging topics include the effects of pre-natal and childhood stress on neurodevelopment and aging. Chapters cover What is stress, how to measure it and effects on brain function, Pre-natal effects of stress on brain development and vulnerability, Stress in childhood, sensitive periods and regulatory mechanisms, The impact of childhood poverty on brain health, Adverse childhood experiences (ACE) on the brain,

Multilayer Networks

Multilayer Networks
  • Author : Manlio De Domenico
  • Publisher : Springer Nature
  • Release Date : 2021
  • ISBN : 9783030757182
DOWNLOAD BOOKMultilayer Networks

The adoption of multilayer analysis techniques is rapidly expanding across all areas of knowledge, from social sciences (the first facing the complexity of such structures, decades ago) to computer science, from biology to engineering. However, until now, no book has dealt exclusively with the analysis and visualization of multilayer networks. Multilayer Networks: Analysis and Visualization provides a guided introduction to one of the most complete computational frameworks, named muxViz, with introductory information about the underlying theoretical aspects and a focus