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Is there something out there? Inferring space from sensorimotor dependencies
D Philipona1, J K O'Regan, J-P Nadal
1Sony CSL, 75005 Paris, France. david.philipona@polytechnique.org
Abstract:
This letter suggests that in biological organisms, the perceived structure of reality, in particular the notions of body, environment, space, object, and attribute, could be a consequence of an effort on the part of brains to account for the dependency between their inputs and their outputs in terms of a small number of parameters. To validate this idea, a procedure is demonstrated whereby the brain of a (simulated) organism with arbitrary input and output connectivity can deduce the dimensionality of the rigid group of the space underlying its input-output relationship, that is, the dimension of what the organism will call physical space.
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