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Brain Warping is the premier book in the field of brain mapping to cover the mathematics, physics, computer science, and neurobiological issues related to brain spatial transformation and deformation correction. All chapters are organized in a similar fashion, covering the history, theory, and implementation of the specific approach discussed for ease of reading. Each chapter also discusses the computer science implementations, including descriptions of the programs and computer codes used in its execution. Readers of Brain Warping will be able to understand all of the approaches

Brain mapping --- Data processing. --- Mathematics.

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Brain mapping --- Connectome mapping --- Mapping of the brain --- Topographic brain mapping --- Brain --- Statistical methods. --- Localization of functions

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fMRI is a very popular method for researchers and clinicians to image human brain activity in response to given mental tasks. This book presents a comprehensive review of the methods for computing activity maps, while providing an intuitive and mathematical outline of how each method works. The approaches include statistical parametric maps (SPM), hemodynamic response modeling and deconvolution, Bayesian, Fourier and nonparametric methods. The newest activity maps provide information on regional connectivity and include principal and independent component analysis, crisp and fuzzy clustering, structural equation modeling, and dynamic causal modeling. Preprocessing and experimental design issues are discussed with references made to the software available for implementing the various methods. Aimed at graduate students and researchers, it will appeal to anyone with an interest in fMRI and who is looking to expand their perspectives of this technique.

Computational neuroscience. --- Brain mapping --- Connectome mapping --- Mapping of the brain --- Topographic brain mapping --- Brain --- Computational neurosciences --- Computational biology --- Neurosciences --- Data processing. --- Mathematics. --- Localization of functions

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Human anatomy --- Human physiology --- Brain Mapping --- Brain mapping --- Cartographie cérébrale --- Periodicals. --- Périodiques --- Brain mapping. --- Engineering --- Health Sciences --- Information Technology --- Biomedical Engineering --- Clinical Medicine --- Diagnostics --- Medical Informatics --- Neurology --- Radiology --- Healthcare Database & Medical Informatics --- positron emission tomography --- magnetic resonance imaging --- single-photon emission tomography --- non-invasive brain imaging --- neural systems modelling --- neuroanatomy --- Brain Electrical Activity Mapping --- Functional Cerebral Localization --- Topographic Brain Mapping --- Brain Mapping, Topographic --- Functional Cerebral Localizations --- Mapping, Brain --- Mapping, Topographic Brain --- Stereotaxic Techniques --- Connectome mapping --- Mapping of the brain --- Topographic brain mapping --- Brain --- Localization of functions --- Brain Mapping.

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This is a uniquely comprehensive reference that summarizes the state of the art of signal processing theory and techniques for solving emerging problems in neuroscience, and which clearly presents new theory, algorithms, software and hardware tools that are specifically tailored to the nature of the neurobiological environment. It gives a broad overview of the basic principles, theories and methods in statistical signal processing for basic and applied neuroscience problems.Written by experts in the field, the book is an ideal reference for researchers working in the field of neural en

Electroencephalography. --- Signal processing --- Brain mapping. --- Digital techniques. --- Connectome mapping --- Mapping of the brain --- Topographic brain mapping --- Brain --- Digital signal processing --- Digital communications --- Digital electronics --- EEG --- Encephalography --- Electrodiagnosis --- Electrophysiology --- Visual evoked response --- Localization of functions --- Diseases --- Diagnosis