Bayesian perceptual inference in linear Gaussian models

The aim of this paper is to provide perceptual scientists with a quantitative framework for modeling a variety of common perceptual behaviors, and to unify various perceptual inference tasks by exposing their common computational underpinnings. This paper derives a model Bayesian observer for percep...

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Bibliographic Details
Main Author: Battaglia, Peter W.
Other Authors: Joshua Tenenbaum
Published: 2010
Subjects:
Online Access:http://hdl.handle.net/1721.1/58669