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D. Philipona
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Journal Articles
Publisher: Journals Gateway
Neural Computation (2003) 15 (9): 2029–2049.
Published: 01 September 2003
Abstract
View articletitled, Is There Something Out There? Inferring Space from Sensorimotor Dependencies
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for article titled, Is There Something Out There? Inferring Space from Sensorimotor Dependencies
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.