Next-generation neural computations
Next-generation neural computations
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Log-Gabor
Open Science
To enable the dissemination of the knowledge that is produced in our lab, we share all source code with open source licences.
Motion Clouds: Model-based stimulus synthesis of natural-like random textures for the study of motion perception
Choosing an appropriate set of stimuli is essential to characterize the response of a sensory system to a particular functional …
Paula Sanz Leon
,
Ivo Vanzetta
,
Guillaume S Masson
,
Laurent U Perrinet
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arXiv
Self-Invertible 2D Log-Gabor Wavelets
Meanwhile biorthogonal wavelets got a very popular image processing tool, alternative multiresolution transforms have been proposed for …
Sylvain Fischer
,
Filip Šroubek
,
Laurent U Perrinet
,
Rafael Redondo
,
Gabriel Cristóbal
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DOI
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URL
Sparse Approximation of Images Inspired from the Functional Architecture of the Primary Visual Areas
relies on log-Gabor filters:
Sylvain Fischer
,
Filip Šroubek
,
Laurent U Perrinet
,
Rafael Redondo
,
Gabriel Cristóbal
(2007).
Self-Invertible 2D Log-Gabor Wavelets
.
International Journal of Computer Vision
.
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DOI
Code
URL
Sylvain Fischer
,
Rafael Redondo
,
Laurent U Perrinet
,
Gabriel Cristóbal
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URL
Modeling of simple cells through a sparse overcomplete gabor wavelet representation based on local inhibition and facilitation
We present a biologically plausible model of simple cortical cells as 1) a linear transform representing edges and 2) a non-linear …
Rafael Redondo
,
Sylvain Fischer
,
Laurent U Perrinet
,
Gabriel Cristóbal
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Sparse Gabor wavelets by local operations
Efficient sparse coding of overcomplete transforms remains still anopen problem. Different methods have been proposed in theliterature, …
Sylvain Fischer
,
Rafael Redondo
,
Laurent U Perrinet
,
Gabriel Cristóbal
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DOI
URL
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