Learning Vector Representation of Content and Matrix Representation of Change: Towards a Representational Model of V1

arXiv: Neural and Evolutionary Computing, 2019.

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This paper entertains the hypothesis that the primary purpose of the cells of the primary visual cortex (V1) is to perceive motions and predict changes of local image contents. Specifically, we propose a model that couples the vector representations of local image contents with the matrix representations of local pixel displacements cause...更多

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