Pooling in a predictive model of V1 explains functional and structural diversity across species

Laurent U Perrinet, Angelo Franciosini

Last updated on 2021-06-14 NeuroAI & Machine Learning, Theoretical Neuroscience

Conference poster for SMB 2021: Pooling in a predictive model of V1.

In this talk, I will present the following paper :
Pooling in a predictive model of V1 explains functional and structural diversity across species
Victor Boutin, Angelo Franciosini, Frédéric Chavane, Laurent U Perrinet
Cite DOI URL bioRxiv
see a follow-up in:
Sparse Deep Predictive Coding captures contour integration capabilities of the early visual system
Victor Boutin, Angelo Franciosini, Frédéric Chavane, Franck Ruffier, Laurent U Perrinet
PDF Cite DOI Code URL arXiv
more about the role of top-down connections:
Effect of top-down connections in Hierarchical Sparse Coding
Victor Boutin, Angelo Franciosini, Franck Ruffier, Laurent U Perrinet
PDF Cite DOI URL arXiv

Predictive-Coding Primary-Visual-Cortex