Victor Boutin
Victor Boutin
Brown University and Artificial and Natural Intelligence Toulouse Institute (ANITI)
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Sparse Deep Predictive Coding captures contour integration capabilities of the early visual cortex
V Boutin, A Franciosini, F Chavane, F Ruffier, L Perrinet
PLOS Computational Biology, 2021
M2APix: A Bio-Inspired Auto-Adaptive Visual Sensor for Robust Ground Height Estimation
J Dupeyroux, V Boutin, JR Serres, LU Perrinet, S Viollet
2018 IEEE International Symposium on Circuits and Systems (ISCAS), 1-4, 2018
Effect of top-down connections in Hierarchical Sparse Coding
V Boutin, A Franciosini, F Ruffier, L Perrinet
Neural Computation 32 (1), 2279 - 2309, 2020
Modelling Complex Cells of Early Visual Cortex using Predictive Coding
A Franciosini, V Boutin, L Perrinet
28th Annual Computational Neuroscience Meeting, 2019
A homeostatic gain control mechanism to improve event-driven object recognition
A Grimaldi, V Boutin, L Perrinet, SH Ieng, R Benosman
2021 International Conference on Content-Based Multimedia Indexing (CBMI), 1-6, 2021
Pooling in a predictive model of V1 explains functional and structural diversity across species
A Franciosini, V Boutin, F Chavane, LU Perrinet
bioRxiv, 2021
Iterative VAE as a predictive brain model for out-of-distribution generalization
V Boutin, A Zerroug, M Jung, T Serre
Neural and Information Processing Systems Workshop, 2020
An adaptive homeostatic algorithm for the unsupervised learning of visual features
V Boutin, A Franciosini, L Perrinet
From biological vision to unsupervised hierarchical sparse coding
V Boutin, A Franciosini, F Ruffier, L Perrinet
Itwist 2018, 2018
Frombiologicalvisiontounsupervisedhierarchicalsparse coding
V Boutin, A Franciosini, F Ruffier, L Perrinet
A robust bio-inspired approach to event-driven object recognition
A Grimaldi, V Boutin, SH Ieng, L Perrinet, R Benosman
Workshop on Emerging Visual sensors
V Boutin
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