Modelling Complex Cells of Early Visual Cortex using Predictive Coding

Angelo Franciosini, Victor Boutin, Laurent U Perrinet

2019-01-01

Type

Conference paper

Publication

Annual Computational Neuroscience Meeting: CNS2019, Barcelona*

see a follow-up in:
Victor Boutin, Angelo Franciosini, Frédéric Chavane, Franck Ruffier, Laurent U Perrinet (2020). Sparse Deep Predictive Coding captures contour integration capabilities of the early visual system. PLoS Computational Biology.
Preprint PDF Cite Code DOI
more about the role of top-down connections:
Victor Boutin, Angelo Franciosini, Franck Ruffier, Laurent U Perrinet (2020). Effect of top-down connections in Hierarchical Sparse Coding. Neural Computation.
Preprint PDF Cite DOI

Deep Learning sparse coding

Angelo Franciosini

Phd candidate in Computational Neuroscience

During my PhD, I am focusing on predictive coding in a bio-inspired neural network.