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Exploration of Cortical Function: Imaging and Modeling Cortical Population Coding Strategies
 
 
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Exploration of Cortical Function: Imaging and Modeling Cortical Population Coding Strategies [Hardcover]

M. Stetter (Author)

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Book Description

January 23, 2002
Exploration of Cortical Function summarizes recent research efforts aiming at the revelation of cortical population coding and signal processing strategies. Topics include optical detection techniques of population activity in the sub-millimeter range, advanced methods for the statistical analysis of these data, and biologically inspired neuronal modeling techniques for population activities in the frameworks of optimal coding, statistical learning theory, and mean-field recurrent networks. Exploration of Cortical Function is unique in that it covers one complete branch of population-based brain research ranging from techniques for data acquisition over data analysis up to modeling techniques for the quantification of functional principles. The volume covers an area which is of great current interest to researchers working on cerebral cortex. The combination of models and image analysis techniques to examine the activity of large cohorts of neurons is especially intriguing and prone to considerable error and debate.

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Inside This Book (learn more)
Key Phrases - Statistically Improbable Phrases (SIPs): (learn more)
diffuse reflectance pattern, first frame analysis, detection annulus, pixel time series, center hypercolumn, flat inhibition, sphered data, scanning laser images, orientation tuning width, local absorber, cocktail blank, laser optical imaging, scanning laser imaging, orthogonal stimuli, marginal phase, mapping signal, different signal components, optical imaging data, absorber depth, patchy connections, nonlinear parametric model, two signal components, excitatory population, source separation problem, optical imaging experiment
Key Phrases - Capitalized Phrases (CAPs): (learn more)
Monte Carlo
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