Skip to main content

Connectomics

In Order to Read Online or Download Connectomics Full eBooks in PDF, EPUB, Tuebl and Mobi you need to create a Free account. Get any books you like and read everywhere you want. Fast Download Speed ~ Commercial & Ad Free. We cannot guarantee that every book is in the library!

Connectomics

Connectomics Book
Author : Brent C. Munsell,Guorong Wu,Leonardo Bonilha,Paul Laurienti
Publisher : Academic Press
Release : 2018-09-08
ISBN : 0128138394
Language : En, Es, Fr & De

GET BOOK

Book Description :

Connectomics: Applications to Neuroimaging is unique in presenting the frontier of neuro-applications using brain connectomics techniques. The book describes state-of-the-art research that applies brain connectivity analysis techniques to a broad range of neurological and psychiatric disorders (Alzheimer’s, epilepsy, stroke, autism, Parkinson’s, drug or alcohol addiction, depression, bipolar, and schizophrenia), brain fingerprint applications, speech-language assessments, and cognitive assessment. With this book the reader will learn: Basic mathematical principles underlying connectomics How connectomics is applied to a wide range of neuro-applications What is the future direction of connectomics techniques. This book is an ideal reference for researchers and graduate students in computer science, data science, computational neuroscience, computational physics, or mathematics who need to understand how computational models derived from brain connectivity data are being used in clinical applications, as well as neuroscientists and medical researchers wanting an overview of the technical methods. Features: Combines connectomics methods with relevant and interesting neuro-applications Covers most of the hot topics in neuroscience and clinical areas Appeals to researchers in a wide range of disciplines: computer science, engineering, data science, mathematics, computational physics, computational neuroscience, as well as neuroscience, and medical researchers interested in the technical methods of connectomics Combines connectomics methods with relevant and interesting neuro-applications Presents information that will appeal to researchers in a wide range of disciplines, including computer science, engineering, data science, mathematics, computational physics, computational neuroscience, and more Includes a mathematics primer that formulates connectomics from an applied point-of-view, thus avoiding difficult to understand theoretical perspective Lists publicly available neuro-imaging datasets that can be used to construct structural and functional connectomes

Connectomics in NeuroImaging

Connectomics in NeuroImaging Book
Author : Markus D. Schirmer,Archana Venkataraman,Islem Rekik,Minjeong Kim,Ai Wern Chung
Publisher : Springer Nature
Release : 2019-10-10
ISBN : 3030323919
Language : En, Es, Fr & De

GET BOOK

Book Description :

This book constitutes the refereed proceedings of the Third International Workshop on Connectomics in NeuroImaging, CNI 2019, held in conjunction with MICCAI 2019 in Shenzhen, China, in October 2019. The 13 full papers presented were carefully reviewed and selected from 14 submissions. The papers deal with new advancements in network construction, analysis, and visualization techniques in connectomics and their use in clinical diagnosis and group comparison studies as well as in various neuroimaging applications.

Connectomics in NeuroImaging

Connectomics in NeuroImaging Book
Author : Guorong Wu,Paul Laurienti,Leonardo Bonilha,Brent C. Munsell
Publisher : Springer
Release : 2017-10-07
ISBN : 3319671596
Language : En, Es, Fr & De

GET BOOK

Book Description :

This book constitutes the refereed proceedings of the First International Workshop on Connectomics in NeuroImaging, CNI 2017, held in conjunction with MICCAI 2017 in Quebec City, Canada, in September 2017. The 19 full papers presented were carefully reviewed and selected from 26 submissions. The papers deal with new advancements in network construction, analysis, and visualization techniques in connectomics and their use in clinical diagnosis and group comparison studies as well as in various neuroimaging applications.

Reliability and Reproducibility in Functional Connectomics

Reliability and Reproducibility in Functional Connectomics Book
Author : Xi-Nian Zuo,Bharat B. Biswal,Russell A. Poldrack
Publisher : Frontiers Media SA
Release : 2019-05-15
ISBN : 2889458210
Language : En, Es, Fr & De

GET BOOK

Book Description :

Functional connectomics enables researchers to monitor interactions among thousands of units within the whole brain simultaneously by using various vivo imaging technologies. For example, resting-state functional magnetic resonance imaging can image low-frequency fluctuations in the spontaneous brain activities, representing a popular tool for macro-scale functional connectomics to characterize individual differences in normal brain function, mind-brain associations, and the various disorders. Reliability and reproducibility represents the most fundamental and critical aspect for the human brain functional connectomics to both research and clinical practice. Unfortunately, lacking a data platform for researchers to rigorously explore the reliability and reproducibility of the functional connectome indices has been a bottleneck of further development of clinically oriented imaging markers in the field. Recent efforts on open neuroscience, such as Consortium for Reliability and Reproducibility, Human Connectome Project and OpenFMRI, provide the data for the field to refine and evaluate reliability and reproducibility of novel methods as well as those with widespread usage but without sufficient consideration of reliability. This Frontiers Research Topic aims at bringing together contributions from researchers in brain imaging, neuroscience, computer sciences, applied mathematics, psychology and related fields from an interdisciplinary perspective. By focusing on cutting-edge research across these fields, this topic will create new agenda on quantifying the reliability and reproducibility of the myriad connectomics-based measures and informing expectations regarding the potential of biomarker discovery.

Neural Connectomics Challenge

Neural Connectomics Challenge Book
Author : Demian Battaglia,Isabelle Guyon,Vincent Lemaire,Javier Orlandi,Bisakha Ray,Jordi Soriano
Publisher : Springer
Release : 2017-04-23
ISBN : 3319530704
Language : En, Es, Fr & De

GET BOOK

Book Description :

This book illustrates the thrust of the scientific community to use machine learning concepts for tackling a complex problem: given time series of neuronal spontaneous activity, which is the underlying connectivity between the neurons in the network? The contributing authors also develop tools for the advancement of neuroscience through machine learning techniques, with a focus on the major open problems in neuroscience. While the techniques have been developed for a specific application, they address the more general problem of network reconstruction from observational time series, a problem of interest in a wide variety of domains, including econometrics, epidemiology, and climatology, to cite only a few. divThe book is designed for the mathematics, physics and computer science communities that carry out research in neuroscience problems. The content is also suitable for the machine learning community because it exemplifies how to approach the same problem from different perspectives./divdivbr/divdivbr

Connectomics

Connectomics Book
Author : Alison Calder
Publisher : Unknown
Release : 2017-01
ISBN : 9780993124594
Language : En, Es, Fr & De

GET BOOK

Book Description :

Poems that bridge both art and science inspired by that unique organ, the human brain.

Micro Meso and Macro Connectomics of the Brain

Micro   Meso  and Macro Connectomics of the Brain Book
Author : Henry Kennedy,David C. Van Essen,Yves Christen
Publisher : Springer
Release : 2016-03-10
ISBN : 3319277774
Language : En, Es, Fr & De

GET BOOK

Book Description :

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 to identify every neuron, axon, dendrite, synapse, and glial process within restricted brain regions; and ‘meso-connectome’ efforts to systematically map both local and long-distance connections using anatomical tracers. This book highlights cutting-edge methods that can accelerate progress in elucidating static ‘hard-wired’ circuits of the brain as well as dynamic interactions that are vital for brain function. The power of connectomic approaches in characterizing abnormal circuits in the many brain disorders that afflict humankind is considered. Experts in computational neuroscience and network theory provide perspectives needed for synthesizing across different scales in space and time. Altogether, this book provides an integrated view of the challenges and opportunities in deciphering brain circuits in health and disease.

Machine Learning for Connectomics

Machine Learning for Connectomics Book
Author : Benedikt Sebastian Staffler
Publisher : Unknown
Release : 2019
ISBN : 0987650XXX
Language : En, Es, Fr & De

GET BOOK

Book Description :

Download Machine Learning for Connectomics book written by Benedikt Sebastian Staffler, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Towards Quantitative Brain Connectomics

Towards Quantitative Brain Connectomics Book
Author : Muhamed Barakovic
Publisher : Unknown
Release : 2019
ISBN : 0987650XXX
Language : En, Es, Fr & De

GET BOOK

Book Description :

Mots-clés de l'auteur: diffusion MRI ; tractography ; CONNECTOM scanner ; microstructure informed tractography ; CLARITY ; tissue clearing ; axon diameter ; T2 ; neural network.

Cellular Connectomics

Cellular Connectomics Book
Author : Moritz Helmstaedter,Kevin Briggman
Publisher : Academic Press
Release : 2016-02-12
ISBN : 9780124104563
Language : En, Es, Fr & De

GET BOOK

Book Description :

The field of cellular connectomics is technically challenging and highly multi-disciplinary, creating need for a connectomics methods volume suitable for both researchers and students aiming to gain familiarity with the field. Cellular Connectomics offers just that: an accessible, practical and comprehensive introduction to the fundamental principles and practices of cellular connectomics. With the bulk of the volume written by two pioneers in the field, plus 3 chapters authored by opinion leaders offering future predictions, the volume offers readers both consistent voice/uniform structure and cutting edge insights. Focusing on "cellular" connectomics with the goal of reconstructing neuronal wiring diagrams at the level of single neurons/synapses, the volume provides a conceptual overview of the goals and challenges of this methodology. The first volume to offer a step-by-step introduction to cellular connectomics suitable for both researchers and students. Coverage includes: tissue preparation, sectioning and imaging techniques, approaches for data reconstruction, circuit analysis, and an explanation of successful connectomic reconstructions to date. Offers balanced discussion what does and does not work, as well as of the current debates about whether a connectomic era is going to replace decades of functional data collection.

Computational Methods in Connectomics

Computational Methods in Connectomics Book
Author : Manuel Berning
Publisher : Unknown
Release : 2018
ISBN : 0987650XXX
Language : En, Es, Fr & De

GET BOOK

Book Description :

Download Computational Methods in Connectomics book written by Manuel Berning, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Tools for Connectomics in C Elegans

Tools for Connectomics in C  Elegans Book
Author : Nicholas Craig Barry
Publisher : Unknown
Release : 2018
ISBN : 0987650XXX
Language : En, Es, Fr & De

GET BOOK

Book Description :

Efforts to model computation in biological neural networks require knowledge of the structure of the network, the dynamics that play across it, and a network simple enough to be tractable to our incipient analyses. The simplicity of the 302-node nervous system of the nematode C. elegans and its transparency have made it an attractive model organism in neuroscience for several decades. Indeed, Caenorhabditis elegans has long been touted as the only species for which the connectome is known, reconstructed by hand from electron micrographs. However, while the number and identity of neurons in C. elegans appears fixed across animals, the variability in the connections between them has not been sufficiently characterized by the above efforts, which examined only a handful of animals and required many years of human labor. Such a characterization, and, moreover, an ability to accurately assess shifts in these neural graphs on timescales compatible with the pace and statistical rigor of scientific research would significantly accelerate efforts to understand neural computation. This thesis lays the groundwork for the development of such a framework. The expansion microscopy tissue preparation platform provided the basis for the set of experiments described within, in which strategies for molecular annotation of C. elegans and the subsequent protocols for readout are examined.

Connectomics in Neuroimaging

Connectomics in Neuroimaging Book
Author : Guorong Wu (Researcher in medical imaging),Islem Rekik,Markus D. Schirmer,Ai Wern Chung,Brent Munsell
Publisher : Unknown
Release : 2018
ISBN : 9783030007560
Language : En, Es, Fr & De

GET BOOK

Book Description :

This book constitutes the refereed proceedings of the Second International Workshop on Connectomics in NeuroImaging, CNI 2018, held in conjunction with MICCAI 2018 in Granada, Spain, in September 2018. The 15 full papers presented were carefully reviewed and selected from 20 submissions. The papers deal with new advancements in network construction, analysis, and visualization techniques in connectomics and their use in clinical diagnosis and group comparison studies as well as in various neuroimaging applications.

From Diffusion MRI to Brain Connectomics

From Diffusion MRI to Brain Connectomics Book
Author : Patric Hagmann
Publisher : Unknown
Release : 2005
ISBN : 0987650XXX
Language : En, Es, Fr & De

GET BOOK

Book Description :

Download From Diffusion MRI to Brain Connectomics book written by Patric Hagmann, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Discovering the Human Connectome

Discovering the Human Connectome Book
Author : Olaf Sporns
Publisher : MIT Press
Release : 2012
ISBN : 0262017903
Language : En, Es, Fr & De

GET BOOK

Book Description :

Crucial to understanding how the brain works is connectivity, and the centerpiece ofbrain connectivity is the connectome, a comprehensive description of how neuronsand brain regions are connected. The human brain is a network of extraordinary complexity -- anetwork not by way of metaphor, but in a precise and mathematical sense: an intricate web ofbillions of neurons connected by trillions of synapses. How this network is connected is importantfor virtually all facets of the brain's integrative function. In this book, Olaf Sporns surveyscurrent efforts to chart these connections -- to map the human connectome. Sporns, a pioneer in thefield who was the first to define and use the term "connectome," argues that the nascent field ofconnectomics has already begun to influence the way many neuroscientists collect, analyze, and thinkabout their data. Moreover, the idea of mapping the connections of the human brain in their entiretyhas captured the imaginations of researchers across several disciplines including human cognition,brain and mental disorders, and complex systems and networks. Sporns describes the biological andconceptual foundations of the connectome; the many research challenges it faces; the manycutting-edge empirical strategies, from electron microscopy to magnetic resonance imaging, deployedto map brain connectivity; the relationship between structure and function; and the wide array ofnetwork computational approaches to connectomics. Discovering the HumanConnectome offers the first comprehensive overview of current empirical and computationalapproaches in this rapidly developing field.

China AI brain Research

China AI brain Research Book
Author : William C. Hannas,Huey-Meei Chang,Jennifer Wang,Catherine Aiken,Daniel Chou
Publisher : Unknown
Release : 2020
ISBN : 0987650XXX
Language : En, Es, Fr & De

GET BOOK

Book Description :

Since 2016, China has engaged in a nationwide effort to "merge" AI and neuroscience research as a major part of its next-generation AI development program. This report explores China’s AI-brain program — identifying key players and organizations and recommending the creation of an open source S&T monitoring capability within the U.S. government.

Connectomics of Extrasynaptic Signalling

Connectomics of Extrasynaptic Signalling Book
Author : Barry Bentley
Publisher : Unknown
Release : 2017
ISBN : 0987650XXX
Language : En, Es, Fr & De

GET BOOK

Book Description :

Download Connectomics of Extrasynaptic Signalling book written by Barry Bentley, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Comparative Cortical Connectomics Three layered Cortex in Mouse and Turtle

Comparative Cortical Connectomics  Three layered Cortex in Mouse and Turtle Book
Author : Philipp Bastians
Publisher : Unknown
Release : 2018
ISBN : 0987650XXX
Language : En, Es, Fr & De

GET BOOK

Book Description :

Download Comparative Cortical Connectomics Three layered Cortex in Mouse and Turtle book written by Philipp Bastians, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.