Fundamentals of Brain Network Analysis Book [PDF] Download

Download the fantastic book titled Fundamentals of Brain Network Analysis written by Alex Fornito, available in its entirety in both PDF and EPUB formats for online reading. This page includes a concise summary, a preview of the book cover, and detailed information about "Fundamentals of Brain Network Analysis", which was released on 04 March 2016. We suggest perusing the summary before initiating your download. This book is a top selection for enthusiasts of the Medical genre.

Summary of Fundamentals of Brain Network Analysis by Alex Fornito PDF

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 areas of neuroscience, ranging from the analysis of synaptic networks in the nematode worm to the characterization of large-scale human brain networks constructed with magnetic resonance imaging. This text is ideally suited to neuroscientists wanting to develop expertise in the rapidly developing field of neural connectomics, and to physical and computational scientists wanting to understand how these quantitative methods can be used to understand brain organization. Extensively illustrated throughout by graphical representations of key mathematical concepts and their practical applications to analyses of nervous systems Comprehensively covers graph theoretical analyses of structural and functional brain networks, from microscopic to macroscopic scales, using examples based on a wide variety of experimental methods in neuroscience Designed to inform and empower scientists at all levels of experience, and from any specialist background, wanting to use modern methods of network science to understand the organization of the brain


Detail About Fundamentals of Brain Network Analysis PDF

  • Author : Alex Fornito
  • Publisher : Academic Press
  • Genre : Medical
  • Total Pages : 494 pages
  • ISBN : 0124081185
  • PDF File Size : 25,7 Mb
  • Language : English
  • Rating : 4/5 from 21 reviews

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Fundamentals of Brain Network Analysis

Fundamentals of Brain Network Analysis
  • Publisher : Academic Press
  • File Size : 34,5 Mb
  • Release Date : 04 March 2016
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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,

Brain Network Analysis

Brain Network Analysis
  • Publisher : Cambridge University Press
  • File Size : 33,7 Mb
  • Release Date : 27 June 2019
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This coherent mathematical and statistical approach aimed at graduate students incorporates regression and topology as well as graph theory.

Networks of the Brain

Networks of the Brain
  • Publisher : MIT Press
  • File Size : 30,8 Mb
  • Release Date : 12 February 2016
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An integrative overview of network approaches to neuroscience explores the origins of brain complexity and the link between brain structure and function. Over the last decade, the study of complex

Introduction to Resting State fMRI Functional Connectivity

Introduction to Resting State fMRI Functional Connectivity
  • Publisher : Oxford University Press
  • File Size : 25,7 Mb
  • Release Date : 15 June 2017
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Spontaneous 'resting-state' fluctuations in neuronal activity offer insights into the inherent organisation of the human brain, and may provide markers for diagnosis and treatment of mental disorders. Resting state functional

Micro-, Meso- and Macro-Connectomics of the Brain

Micro-, Meso- and Macro-Connectomics of the Brain
  • Publisher : Springer
  • File Size : 21,9 Mb
  • Release Date : 10 March 2016
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This book has brought together leading investigators who work in the new arena of brain connectomics. This includes ‘macro-connectome’ efforts to comprehensively chart long-distance pathways and functional networks; ‘micro-connectome’ efforts

Discovering the Human Connectome

Discovering the Human Connectome
  • Publisher : MIT Press
  • File Size : 23,6 Mb
  • Release Date : 07 September 2012
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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

Statistical and Computational Methods in Brain Image Analysis

Statistical and Computational Methods in Brain Image Analysis
  • Publisher : CRC Press
  • File Size : 45,6 Mb
  • Release Date : 23 July 2013
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The massive amount of nonstandard high-dimensional brain imaging data being generated is often difficult to analyze using current techniques. This challenge in brain image analysis requires new computational approaches and

Salience Network of the Human Brain

Salience Network of the Human Brain
  • Publisher : Academic Press
  • File Size : 36,5 Mb
  • Release Date : 24 August 2016
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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

Pattern Analysis of the Human Connectome

Pattern Analysis of the Human Connectome
  • Publisher : Springer Nature
  • File Size : 49,6 Mb
  • Release Date : 12 November 2019
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This book presents recent advances in pattern analysis of the human connectome. The human connectome, measured by magnetic resonance imaging at the macroscale, provides a comprehensive description of how brain

Advanced Manufacturing and Automation VIII

Advanced Manufacturing and Automation VIII
  • Publisher : Springer
  • File Size : 55,9 Mb
  • Release Date : 14 December 2018
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This proceeding is a compilation of selected papers from the 8th International Workshop of Advanced Manufacturing and Automation (IWAMA 2018), held in Changzhou, China on September 25 - 26, 2018. Most of the topics