Author: Nick Van Bruggen
Publisher: CRC Press
ISBN: 9780849301223
Category : Medical
Languages : en
Pages : 368
Book Description
Recent years have seen an explosion of activity in the field of biomedical imaging in an attempt to understand the behavior of the brain in healthy and disease states. With the emergence of genetically manipulated laboratory mice and the knowledge of the mouse genome, we are entering an exciting new era with revolutionary tools for experimental research. Noninvasive imaging techniques capable of providing both anatomical and functional descriptions of the brain have become essential. Among the various imaging methodologies, magnetic resonance imaging (MRI) stands in the forefront by virtue of its contrast versatility and pathophysiological specificity. Emphasizing the relationship between physiological microenvironment and macroscopic imaging signal changes, Biomedical Imaging in Experimental Neuroscience presents a comprehensive review of the noninvasive biomedical imaging techniques available for laboratory animal research. Focusing on MRI, but recognizing the multiple forms of imaging information, this book outlines the scope and limitations of these methods and analyzes their impact on in vivo neuroscience research. The book is intended for the biologist who may not have a background in the physical sciences. This applied guide also provides a concise theoretical description of the pertinent physics. Noninvasive imaging offers the obvious benefits of reducing sample sizes and identifying new and unanticipated behaviors. Biomedical Imaging in Experimental Neuroscience presents detailed information for biologists interested in how biomedical imaging may augment their in vivo research and for clinical practitioners seeking deeper insights into the association between imaging findings and disease pathophysiology.
Biomedical Imaging in Experimental Neuroscience
Author: Nick Van Bruggen
Publisher: CRC Press
ISBN: 9780849301223
Category : Medical
Languages : en
Pages : 368
Book Description
Recent years have seen an explosion of activity in the field of biomedical imaging in an attempt to understand the behavior of the brain in healthy and disease states. With the emergence of genetically manipulated laboratory mice and the knowledge of the mouse genome, we are entering an exciting new era with revolutionary tools for experimental research. Noninvasive imaging techniques capable of providing both anatomical and functional descriptions of the brain have become essential. Among the various imaging methodologies, magnetic resonance imaging (MRI) stands in the forefront by virtue of its contrast versatility and pathophysiological specificity. Emphasizing the relationship between physiological microenvironment and macroscopic imaging signal changes, Biomedical Imaging in Experimental Neuroscience presents a comprehensive review of the noninvasive biomedical imaging techniques available for laboratory animal research. Focusing on MRI, but recognizing the multiple forms of imaging information, this book outlines the scope and limitations of these methods and analyzes their impact on in vivo neuroscience research. The book is intended for the biologist who may not have a background in the physical sciences. This applied guide also provides a concise theoretical description of the pertinent physics. Noninvasive imaging offers the obvious benefits of reducing sample sizes and identifying new and unanticipated behaviors. Biomedical Imaging in Experimental Neuroscience presents detailed information for biologists interested in how biomedical imaging may augment their in vivo research and for clinical practitioners seeking deeper insights into the association between imaging findings and disease pathophysiology.
Publisher: CRC Press
ISBN: 9780849301223
Category : Medical
Languages : en
Pages : 368
Book Description
Recent years have seen an explosion of activity in the field of biomedical imaging in an attempt to understand the behavior of the brain in healthy and disease states. With the emergence of genetically manipulated laboratory mice and the knowledge of the mouse genome, we are entering an exciting new era with revolutionary tools for experimental research. Noninvasive imaging techniques capable of providing both anatomical and functional descriptions of the brain have become essential. Among the various imaging methodologies, magnetic resonance imaging (MRI) stands in the forefront by virtue of its contrast versatility and pathophysiological specificity. Emphasizing the relationship between physiological microenvironment and macroscopic imaging signal changes, Biomedical Imaging in Experimental Neuroscience presents a comprehensive review of the noninvasive biomedical imaging techniques available for laboratory animal research. Focusing on MRI, but recognizing the multiple forms of imaging information, this book outlines the scope and limitations of these methods and analyzes their impact on in vivo neuroscience research. The book is intended for the biologist who may not have a background in the physical sciences. This applied guide also provides a concise theoretical description of the pertinent physics. Noninvasive imaging offers the obvious benefits of reducing sample sizes and identifying new and unanticipated behaviors. Biomedical Imaging in Experimental Neuroscience presents detailed information for biologists interested in how biomedical imaging may augment their in vivo research and for clinical practitioners seeking deeper insights into the association between imaging findings and disease pathophysiology.
Brain Imaging in Behavioral Neuroscience
Author: Cameron S. Carter
Publisher: Springer Science & Business Media
ISBN: 3642287115
Category : Medical
Languages : en
Pages : 395
Book Description
This volume highlights the remarkable new developments in brain imaging, including those that apply magnetic resonance imaging (MRI) and Positron Emission Tomography (PET), that allow us to non invasively study the living human brain in health and in disease. These technological advances have allowed us to obtain new and powerful insights into the structure and function of the healthy brain as it develops across the life cycle, as well as the molecular make up of brain systems and circuits as they develop and change with age. New brain imaging technologies have also given us new insights into the causes of many common brain disorders, including ADHD, schizophrenia, depression and Alzheimer’s disease, which collectively affect a large segment of the population. These new insights have major implications for understanding and treating these brain disorders, and are providing clinicians with the first ever set of biomarkers that can be used to guide diagnosis and monitor treatment effects. The advances in brain imaging over the last 20 years, summarized in this volume, represent a major advance in modern biomedical sciences.
Publisher: Springer Science & Business Media
ISBN: 3642287115
Category : Medical
Languages : en
Pages : 395
Book Description
This volume highlights the remarkable new developments in brain imaging, including those that apply magnetic resonance imaging (MRI) and Positron Emission Tomography (PET), that allow us to non invasively study the living human brain in health and in disease. These technological advances have allowed us to obtain new and powerful insights into the structure and function of the healthy brain as it develops across the life cycle, as well as the molecular make up of brain systems and circuits as they develop and change with age. New brain imaging technologies have also given us new insights into the causes of many common brain disorders, including ADHD, schizophrenia, depression and Alzheimer’s disease, which collectively affect a large segment of the population. These new insights have major implications for understanding and treating these brain disorders, and are providing clinicians with the first ever set of biomarkers that can be used to guide diagnosis and monitor treatment effects. The advances in brain imaging over the last 20 years, summarized in this volume, represent a major advance in modern biomedical sciences.
Quantitative Magnetic Resonance Imaging
Author: Nicole Seiberlich
Publisher: Academic Press
ISBN: 0128170581
Category : Computers
Languages : en
Pages : 1094
Book Description
Quantitative Magnetic Resonance Imaging is a 'go-to' reference for methods and applications of quantitative magnetic resonance imaging, with specific sections on Relaxometry, Perfusion, and Diffusion. Each section will start with an explanation of the basic techniques for mapping the tissue property in question, including a description of the challenges that arise when using these basic approaches. For properties which can be measured in multiple ways, each of these basic methods will be described in separate chapters. Following the basics, a chapter in each section presents more advanced and recently proposed techniques for quantitative tissue property mapping, with a concluding chapter on clinical applications. The reader will learn: - The basic physics behind tissue property mapping - How to implement basic pulse sequences for the quantitative measurement of tissue properties - The strengths and limitations to the basic and more rapid methods for mapping the magnetic relaxation properties T1, T2, and T2* - The pros and cons for different approaches to mapping perfusion - The methods of Diffusion-weighted imaging and how this approach can be used to generate diffusion tensor - maps and more complex representations of diffusion - How flow, magneto-electric tissue property, fat fraction, exchange, elastography, and temperature mapping are performed - How fast imaging approaches including parallel imaging, compressed sensing, and Magnetic Resonance - Fingerprinting can be used to accelerate or improve tissue property mapping schemes - How tissue property mapping is used clinically in different organs - Structured to cater for MRI researchers and graduate students with a wide variety of backgrounds - Explains basic methods for quantitatively measuring tissue properties with MRI - including T1, T2, perfusion, diffusion, fat and iron fraction, elastography, flow, susceptibility - enabling the implementation of pulse sequences to perform measurements - Shows the limitations of the techniques and explains the challenges to the clinical adoption of these traditional methods, presenting the latest research in rapid quantitative imaging which has the possibility to tackle these challenges - Each section contains a chapter explaining the basics of novel ideas for quantitative mapping, such as compressed sensing and Magnetic Resonance Fingerprinting-based approaches
Publisher: Academic Press
ISBN: 0128170581
Category : Computers
Languages : en
Pages : 1094
Book Description
Quantitative Magnetic Resonance Imaging is a 'go-to' reference for methods and applications of quantitative magnetic resonance imaging, with specific sections on Relaxometry, Perfusion, and Diffusion. Each section will start with an explanation of the basic techniques for mapping the tissue property in question, including a description of the challenges that arise when using these basic approaches. For properties which can be measured in multiple ways, each of these basic methods will be described in separate chapters. Following the basics, a chapter in each section presents more advanced and recently proposed techniques for quantitative tissue property mapping, with a concluding chapter on clinical applications. The reader will learn: - The basic physics behind tissue property mapping - How to implement basic pulse sequences for the quantitative measurement of tissue properties - The strengths and limitations to the basic and more rapid methods for mapping the magnetic relaxation properties T1, T2, and T2* - The pros and cons for different approaches to mapping perfusion - The methods of Diffusion-weighted imaging and how this approach can be used to generate diffusion tensor - maps and more complex representations of diffusion - How flow, magneto-electric tissue property, fat fraction, exchange, elastography, and temperature mapping are performed - How fast imaging approaches including parallel imaging, compressed sensing, and Magnetic Resonance - Fingerprinting can be used to accelerate or improve tissue property mapping schemes - How tissue property mapping is used clinically in different organs - Structured to cater for MRI researchers and graduate students with a wide variety of backgrounds - Explains basic methods for quantitatively measuring tissue properties with MRI - including T1, T2, perfusion, diffusion, fat and iron fraction, elastography, flow, susceptibility - enabling the implementation of pulse sequences to perform measurements - Shows the limitations of the techniques and explains the challenges to the clinical adoption of these traditional methods, presenting the latest research in rapid quantitative imaging which has the possibility to tackle these challenges - Each section contains a chapter explaining the basics of novel ideas for quantitative mapping, such as compressed sensing and Magnetic Resonance Fingerprinting-based approaches
Imaging in Neuroscience and Development
Author: Rafael Yuste
Publisher: CSHL Press
ISBN: 0879696923
Category : Medical
Languages : es
Pages : 813
Book Description
As imaging studies have continued to expand in scope and sophistication, this new edition of the highly successful and well–received Imaging Neurons: A Laboratory Manualhas expanded to include development, with over twenty new chapters on such topics as MRI microscopy, imaging early developmental events, and labeling single neurons. Chapters on FRET, FCS/ICS, FRAP, hyperresolution microscopy, single molecule imaging, imaging with quantum dots, and imaging gene expression are included. With over forty full chapters, the manual also includes over forty sections of protocols for imaging techniques.
Publisher: CSHL Press
ISBN: 0879696923
Category : Medical
Languages : es
Pages : 813
Book Description
As imaging studies have continued to expand in scope and sophistication, this new edition of the highly successful and well–received Imaging Neurons: A Laboratory Manualhas expanded to include development, with over twenty new chapters on such topics as MRI microscopy, imaging early developmental events, and labeling single neurons. Chapters on FRET, FCS/ICS, FRAP, hyperresolution microscopy, single molecule imaging, imaging with quantum dots, and imaging gene expression are included. With over forty full chapters, the manual also includes over forty sections of protocols for imaging techniques.
Guide to Research Techniques in Neuroscience
Author: Matt Carter
Publisher: Academic Press
ISBN: 0323915612
Category : Medical
Languages : en
Pages : 416
Book Description
Modern neuroscience research is inherently multidisciplinary, with a wide variety of cutting edge new techniques to explore multiple levels of investigation. This Third Edition of Guide to Research Techniques in Neuroscience provides a comprehensive overview of classical and cutting edge methods including their utility, limitations, and how data are presented in the literature. This book can be used as an introduction to neuroscience techniques for anyone new to the field or as a reference for any neuroscientist while reading papers or attending talks. - Nearly 200 updated full-color illustrations to clearly convey the theory and practice of neuroscience methods - Expands on techniques from previous editions and covers many new techniques including in vivo calcium imaging, fiber photometry, RNA-Seq, brain spheroids, CRISPR-Cas9 genome editing, and more - Clear, straightforward explanations of each technique for anyone new to the field - A broad scope of methods, from noninvasive brain imaging in human subjects, to electrophysiology in animal models, to recombinant DNA technology in test tubes, to transfection of neurons in cell culture - Detailed recommendations on where to find protocols and other resources for specific techniques - "Walk-through" boxes that guide readers through experiments step-by-step
Publisher: Academic Press
ISBN: 0323915612
Category : Medical
Languages : en
Pages : 416
Book Description
Modern neuroscience research is inherently multidisciplinary, with a wide variety of cutting edge new techniques to explore multiple levels of investigation. This Third Edition of Guide to Research Techniques in Neuroscience provides a comprehensive overview of classical and cutting edge methods including their utility, limitations, and how data are presented in the literature. This book can be used as an introduction to neuroscience techniques for anyone new to the field or as a reference for any neuroscientist while reading papers or attending talks. - Nearly 200 updated full-color illustrations to clearly convey the theory and practice of neuroscience methods - Expands on techniques from previous editions and covers many new techniques including in vivo calcium imaging, fiber photometry, RNA-Seq, brain spheroids, CRISPR-Cas9 genome editing, and more - Clear, straightforward explanations of each technique for anyone new to the field - A broad scope of methods, from noninvasive brain imaging in human subjects, to electrophysiology in animal models, to recombinant DNA technology in test tubes, to transfection of neurons in cell culture - Detailed recommendations on where to find protocols and other resources for specific techniques - "Walk-through" boxes that guide readers through experiments step-by-step
Guidelines for the Care and Use of Mammals in Neuroscience and Behavioral Research
Author: National Research Council
Publisher: National Academies Press
ISBN: 030916785X
Category : Science
Languages : en
Pages : 223
Book Description
Expanding on the National Research Council's Guide for the Care and Use of Laboratory Animals, this book deals specifically with mammals in neuroscience and behavioral research laboratories. It offers flexible guidelines for the care of these animals, and guidance on adapting these guidelines to various situations without hindering the research process. Guidelines for the Care and Use of Mammals in Neuroscience and Behavioral Research offers a more in-depth treatment of concerns specific to these disciplines than any previous guide on animal care and use. It treats on such important subjects as: The important role that the researcher and veterinarian play in developing animal protocols. Methods for assessing and ensuring an animal's well-being. General animal-care elements as they apply to neuroscience and behavioral research, and common animal welfare challenges this research can pose. The use of professional judgment and careful interpretation of regulations and guidelines to develop performance standards ensuring animal well-being and high-quality research. Guidelines for the Care and Use of Mammals in Neuroscience and Behavioral Research treats the development and evaluation of animal-use protocols as a decision-making process, not just a decision. To this end, it presents the most current, in-depth information about the best practices for animal care and use, as they pertain to the intricacies of neuroscience and behavioral research.
Publisher: National Academies Press
ISBN: 030916785X
Category : Science
Languages : en
Pages : 223
Book Description
Expanding on the National Research Council's Guide for the Care and Use of Laboratory Animals, this book deals specifically with mammals in neuroscience and behavioral research laboratories. It offers flexible guidelines for the care of these animals, and guidance on adapting these guidelines to various situations without hindering the research process. Guidelines for the Care and Use of Mammals in Neuroscience and Behavioral Research offers a more in-depth treatment of concerns specific to these disciplines than any previous guide on animal care and use. It treats on such important subjects as: The important role that the researcher and veterinarian play in developing animal protocols. Methods for assessing and ensuring an animal's well-being. General animal-care elements as they apply to neuroscience and behavioral research, and common animal welfare challenges this research can pose. The use of professional judgment and careful interpretation of regulations and guidelines to develop performance standards ensuring animal well-being and high-quality research. Guidelines for the Care and Use of Mammals in Neuroscience and Behavioral Research treats the development and evaluation of animal-use protocols as a decision-making process, not just a decision. To this end, it presents the most current, in-depth information about the best practices for animal care and use, as they pertain to the intricacies of neuroscience and behavioral research.
Essential Bioimaging Methods
Author: P. Michael Conn
Publisher: Academic Press
ISBN: 0080963420
Category : Medical
Languages : en
Pages : 438
Book Description
Need a tested, reliable method that works? Put Essential Bioimaging Methods to work for you. Editor Michael Conn has hand-picked the most robust methods from his previously-published volumes in the Methods in Enzymology series. Many of these methods have been briefly updated by the authors that created them and use them in their research, and this book further refines and organizes existing content and focuses on methods that work, including MRI, fMRI, PET, Microscopic optical imaging and other. Part of the Reliable Lab Solution series, this volume provides clear advice and explicit protocols, providing updates to classic, tried-and-true methods and an essential addition to the bookshelf or workbench of any researcher in the field. * Highlights usefulness of techniques in basic research detailing MRI imaging of small animals, fMRI of Macaque monkeys, and baboon model of reperfused stroke * Built from volumes in the flagship brand, Methods in Enzymology * Provides tricks, tips and different approaches
Publisher: Academic Press
ISBN: 0080963420
Category : Medical
Languages : en
Pages : 438
Book Description
Need a tested, reliable method that works? Put Essential Bioimaging Methods to work for you. Editor Michael Conn has hand-picked the most robust methods from his previously-published volumes in the Methods in Enzymology series. Many of these methods have been briefly updated by the authors that created them and use them in their research, and this book further refines and organizes existing content and focuses on methods that work, including MRI, fMRI, PET, Microscopic optical imaging and other. Part of the Reliable Lab Solution series, this volume provides clear advice and explicit protocols, providing updates to classic, tried-and-true methods and an essential addition to the bookshelf or workbench of any researcher in the field. * Highlights usefulness of techniques in basic research detailing MRI imaging of small animals, fMRI of Macaque monkeys, and baboon model of reperfused stroke * Built from volumes in the flagship brand, Methods in Enzymology * Provides tricks, tips and different approaches
In Vivo Optical Imaging of Brain Function, Second Edition
Author: Ron D. Frostig
Publisher: CRC Press
ISBN: 9781420076844
Category : Science
Languages : en
Pages : 0
Book Description
These are exciting times for the field of optical imaging of brain function. Rapid developments in theory and technology continue to considerably advance understanding of brain function. Reflecting changes in the field during the past five years, the second edition of In Vivo Optical Imaging of Brain Function describes state-of-the-art techniques and their applications for the growing field of functional imaging in the live brain using optical imaging techniques. New in the Second Edition: Voltage-sensitive dyes imaging in awake behaving animals Imaging based on genetically encoded probes Imaging of mitochondrial auto-fluorescence as a tool for cortical mapping Using pH-sensitive dyes for functional mapping Modulated imaging Calcium imaging of neuronal activity using 2-photon microscopy Fourier approach to optical imaging Fully updated chapters from the first edition Leading Authorities Explore the Latest Techniques Updated to reflect continuous development in this emerging research area, this new edition, as with the original, reaches across disciplines to review a variety of non-invasive optical techniques used to study activity in the living brain. Leading authorities from such diverse areas as biophysics, neuroscience, and cognitive science present a host of perspectives that range from a single neuron to large assemblies of millions of neurons, captured at various temporal and spatial resolutions. Introducing techniques that were not available just a few years ago, the authors describe the theory, setup, analytical methods, and examples that highlight the advantages of each particular method.
Publisher: CRC Press
ISBN: 9781420076844
Category : Science
Languages : en
Pages : 0
Book Description
These are exciting times for the field of optical imaging of brain function. Rapid developments in theory and technology continue to considerably advance understanding of brain function. Reflecting changes in the field during the past five years, the second edition of In Vivo Optical Imaging of Brain Function describes state-of-the-art techniques and their applications for the growing field of functional imaging in the live brain using optical imaging techniques. New in the Second Edition: Voltage-sensitive dyes imaging in awake behaving animals Imaging based on genetically encoded probes Imaging of mitochondrial auto-fluorescence as a tool for cortical mapping Using pH-sensitive dyes for functional mapping Modulated imaging Calcium imaging of neuronal activity using 2-photon microscopy Fourier approach to optical imaging Fully updated chapters from the first edition Leading Authorities Explore the Latest Techniques Updated to reflect continuous development in this emerging research area, this new edition, as with the original, reaches across disciplines to review a variety of non-invasive optical techniques used to study activity in the living brain. Leading authorities from such diverse areas as biophysics, neuroscience, and cognitive science present a host of perspectives that range from a single neuron to large assemblies of millions of neurons, captured at various temporal and spatial resolutions. Introducing techniques that were not available just a few years ago, the authors describe the theory, setup, analytical methods, and examples that highlight the advantages of each particular method.
Biomedical Imaging
Author: Martin Braddock
Publisher: Royal Society of Chemistry
ISBN: 1849732914
Category : Medical
Languages : en
Pages : 553
Book Description
The focus of this new book is for medicinal chemists on the chemical agents that have been used, or might be required in the future, and the methods of synthesis for inserting the reporter groups. Medicinal chemists need to know the critical issues involved in using such chemical agents with regard to the biological applications - for instance - what properties are needed chemically and why? The topics covered in the book are: PET, SPECT, contrast agents, radioimaging/radionuclide conjugates, receptor mapping, small animal imaging (eg. WBAR - whole body autoradiography); photoinduced labelling, as well as chapters on the physical techniques used including: NMR, mass spectrometry and Xray. A key reference for academics, postgraduates, researchers, industrialists and professionals working in or joining this field.
Publisher: Royal Society of Chemistry
ISBN: 1849732914
Category : Medical
Languages : en
Pages : 553
Book Description
The focus of this new book is for medicinal chemists on the chemical agents that have been used, or might be required in the future, and the methods of synthesis for inserting the reporter groups. Medicinal chemists need to know the critical issues involved in using such chemical agents with regard to the biological applications - for instance - what properties are needed chemically and why? The topics covered in the book are: PET, SPECT, contrast agents, radioimaging/radionuclide conjugates, receptor mapping, small animal imaging (eg. WBAR - whole body autoradiography); photoinduced labelling, as well as chapters on the physical techniques used including: NMR, mass spectrometry and Xray. A key reference for academics, postgraduates, researchers, industrialists and professionals working in or joining this field.
Statistical Techniques for Neuroscientists
Author: Young K. Truong
Publisher: CRC Press
ISBN: 1315356759
Category : Mathematics
Languages : en
Pages : 349
Book Description
Statistical Techniques for Neuroscientists introduces new and useful methods for data analysis involving simultaneous recording of neuron or large cluster (brain region) neuron activity. The statistical estimation and tests of hypotheses are based on the likelihood principle derived from stationary point processes and time series. Algorithms and software development are given in each chapter to reproduce the computer simulated results described therein. The book examines current statistical methods for solving emerging problems in neuroscience. These methods have been applied to data involving multichannel neural spike train, spike sorting, blind source separation, functional and effective neural connectivity, spatiotemporal modeling, and multimodal neuroimaging techniques. The author provides an overview of various methods being applied to specific research areas of neuroscience, emphasizing statistical principles and their software. The book includes examples and experimental data so that readers can understand the principles and master the methods. The first part of the book deals with the traditional multivariate time series analysis applied to the context of multichannel spike trains and fMRI using respectively the probability structures or likelihood associated with time-to-fire and discrete Fourier transforms (DFT) of point processes. The second part introduces a relatively new form of statistical spatiotemporal modeling for fMRI and EEG data analysis. In addition to neural scientists and statisticians, anyone wishing to employ intense computing methods to extract important features and information directly from data rather than relying heavily on models built on leading cases such as linear regression or Gaussian processes will find this book extremely helpful.
Publisher: CRC Press
ISBN: 1315356759
Category : Mathematics
Languages : en
Pages : 349
Book Description
Statistical Techniques for Neuroscientists introduces new and useful methods for data analysis involving simultaneous recording of neuron or large cluster (brain region) neuron activity. The statistical estimation and tests of hypotheses are based on the likelihood principle derived from stationary point processes and time series. Algorithms and software development are given in each chapter to reproduce the computer simulated results described therein. The book examines current statistical methods for solving emerging problems in neuroscience. These methods have been applied to data involving multichannel neural spike train, spike sorting, blind source separation, functional and effective neural connectivity, spatiotemporal modeling, and multimodal neuroimaging techniques. The author provides an overview of various methods being applied to specific research areas of neuroscience, emphasizing statistical principles and their software. The book includes examples and experimental data so that readers can understand the principles and master the methods. The first part of the book deals with the traditional multivariate time series analysis applied to the context of multichannel spike trains and fMRI using respectively the probability structures or likelihood associated with time-to-fire and discrete Fourier transforms (DFT) of point processes. The second part introduces a relatively new form of statistical spatiotemporal modeling for fMRI and EEG data analysis. In addition to neural scientists and statisticians, anyone wishing to employ intense computing methods to extract important features and information directly from data rather than relying heavily on models built on leading cases such as linear regression or Gaussian processes will find this book extremely helpful.