EAN: 9783642347122

Bilder-Quelle: discount24.de - Sport-Freizeit

Brain imaging brings together the technology methodology research questions and approaches of a wide range of scientific fields including physics statistics computer science neuroscience biology and engineering. Thus methodological and technological advances that enable us to obtain measurements examine relationships across observations and link these data to neuroscientific hypotheses happen in a highly interdisciplinary environment. The dynamic field of machine learning with its modern approach to data mining provides many relevant approaches for neuroscience and enables the exploration of open questions. This state-of-the-art survey offers a collection of papers from the Workshop on Machine Learning and Interpretation in Neuroimaging MLINI 2011 held at the 25th Annual Conference on Neural Information Processing NIPS 2011 in the Sierra Nevada Spain in December 2011. Additionally invited speakers agreed to contribute reviews on various aspects of the field adding breadth and perspective to the volume. The 32 revised papers were carefully selected from 48 submissions. At the interface between machine learning and neuroimaging the papers aim at shedding some light on the state of the art in this interdisciplinary field. They are organized in topical sections on coding and decoding neuroscience dynamcis connectivity and probabilistic models and machine learning.

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20.03.2025 um 02:41 Uhr

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