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paper

Geometry and dimensionality reduction of feature spaces in primary visual cortex

arXiv:1509.03942 · doi:10.1117/12.2187026

Abstract

Some geometric properties of the wavelet analysis performed by visual neurons are discussed and compared with experimental data. In particular, several relationships between the cortical morphologies and the parametric dependencies of extracted features are formalized and considered from a harmonic analysis point of view.