Sparse Deep Predictive Coding to model visual object recognition

Victor Boutin, Angelo Franciosini, Frédéric Chavane, Franck Ruffier, Laurent U Perrinet

January 2019

Type

Publication

Proceedings of the Society for Neuroscience conference

see a follow-up in:
Victor Boutin, Angelo Franciosini, Frédéric Chavane, Franck Ruffier, Laurent U Perrinet (2021). Sparse Deep Predictive Coding captures contour integration capabilities of the early visual system. PLoS Computational Biology.
PDF Cite DOI Code URL arXiv
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.
PDF Cite DOI URL arXiv

Deep Learning Sparse Coding