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**http://www.youtube.com/watch?v=KMA23JJ1M1o
**<blockquote>The computational encoding models in our study provide a functional account of brain activity evoked by natural movies. It is currently unknown whether processes like dreaming and imagination are realized in the brain in a way that is functionally similar to perception.</blockquote>
**<blockquote>Predictive models are the gold standard of computational neuroscience and are critical for the long-term advancement of brain science and medicine. To build a computational model of some part of the visual system, we treat it as a "black box" that takes visual stimuli as input and generates brain activity as output. A model of the black box can be estimated using statistical tools drawn from classical and Bayesian statistics, and from machine learning.</blockquote> https://sites.google.com/site/gallantlabucb/publications/nishimoto-et-al-2011
==Papers==