A Bayesian inference theory of attention : neuroscience and algorithms

@inproceedings{Chikkerur2009ABI,
  title={A Bayesian inference theory of attention : neuroscience and algorithms},
  author={Sharat Chikkerur and Thomas Serre and Tomaso A. Poggio},
  year={2009}
}
The past four decades of research in visual neuroscience has generated a large and disparate body of literature on the role of attention [Itti et al., 2005]. Although several models have been developed to describe specific properties of attention, a theoretical framework that explains the computational role of attention and is consistent with all known effects is still needed. Recently, several authors have suggested that visual perception can be interpreted as a Bayesian inference process [Rao… CONTINUE READING
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