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In the last fifteen years, a recognizable surge in the field of Brain Computer Interface (BCI) research and development has emerged. This emergence has sprung from a variety of factors. For one, inexpensive computer hardware and software is now available and can support the complex high-speed analyses of brain activity that is essential is BCI. Another factor is the greater understanding of the central nervous system, including the abundance of new information on the nature and functional correlates of brain signals and improved methods for recording these signals in both the short-term and long-term. And the third, and perhaps most significant factor, is the new recognition of the needs and abilities of people disabled by disorders such as cerebral palsy, spinal cord injury, stroke, amyotrophic lateral sclerosis (ALS), multiple sclerosis, and muscular dystrophies. The severely disabled are now able to live for many years and even those with severely limited voluntary muscle control can now be given the most basic means of communication and control because of the recent advances in the technology, research, and applications of BCI.

Brain mapping --- Pattern recognition systems --- Brain --- Signal processing --- Computer interfaces --- Cartographie cérébrale --- Reconnaissance des formes (Informatique) --- Cerveau --- Traitement du signal --- Ordinateurs --- Physiology --- Physiologie --- Interfaces

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This book constitutes the refereed proceedings of the Second International Workshop on Multimodal Brain Image Analysis, held in conjunction with MICCAI 2012, in Nice, France, in October 2012. The 19 revised full papers presented were carefully reviewed and selected from numerous submissions. The objective of this workshop is to forward the state of the art in analysis methodologies, algorithms, software systems, validation approaches, benchmark datasets, neuroscience, and clinical applications.

Brain --- Analytical, Diagnostic and Therapeutic Techniques and Equipment --- Computing Methodologies --- Diagnostic Techniques, Neurological --- Publication Formats --- Investigative Techniques --- Central Nervous System Diseases --- Diagnostic Imaging --- Diagnostic Techniques and Procedures --- Information Science --- Nervous System Diseases --- Publication Characteristics --- Diseases --- Brain Mapping --- Diagnosis --- Methods --- Brain Diseases --- Congresses --- Image Processing, Computer-Assisted --- Medicine --- Electrical & Computer Engineering --- Engineering & Applied Sciences --- Health & Biological Sciences --- Computer Science --- Neurology --- Electrical Engineering --- Imaging --- Diagnostic imaging --- Cerebrum --- Mind --- Computer science. --- Radiology. --- Algorithms. --- Artificial intelligence. --- Computer graphics. --- Image processing. --- Pattern recognition. --- Computer Science. --- Pattern Recognition. --- Image Processing and Computer Vision. --- Computer Graphics. --- Artificial Intelligence (incl. Robotics). --- Algorithm Analysis and Problem Complexity. --- Imaging / Radiology. --- Design perception --- Pattern recognition --- Form perception --- Perception --- Figure-ground perception --- Pictorial data processing --- Picture processing --- Processing, Image --- Imaging systems --- Optical data processing --- Automatic drafting --- Graphic data processing --- Graphics, Computer --- Computer art --- Graphic arts --- Electronic data processing --- Engineering graphics --- Image processing --- AI (Artificial intelligence) --- Artificial thinking --- Electronic brains --- Intellectronics --- Intelligence, Artificial --- Intelligent machines --- Machine intelligence --- Thinking, Artificial --- Bionics --- Cognitive science --- Digital computer simulation --- Logic machines --- Machine theory --- Self-organizing systems --- Simulation methods --- Fifth generation computers --- Neural computers --- Algorism --- Algebra --- Arithmetic --- Radiological physics --- Physics --- Radiation --- Informatics --- Science --- Digital techniques --- Foundations --- Central nervous system --- Head --- Optical pattern recognition. --- Computer vision. --- Computer software. --- Radiology, Medical. --- Artificial Intelligence. --- Clinical radiology --- Radiology, Medical --- Radiology (Medicine) --- Medical physics --- Software, Computer --- Computer systems --- Machine vision --- Vision, Computer --- Artificial intelligence --- Pattern recognition systems --- Pattern perception --- Perceptrons --- Visual discrimination --- Optical data processing. --- Optical computing --- Visual data processing --- Integrated optics --- Photonics --- Computers --- Optical equipment