Victor Boutin
Victor Boutin
Brown University and Artificial and Natural Intelligence Toulouse Institute (ANITI)
Verified email at brown.edu
Title
Cited by
Cited by
Year
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
12*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
52018
Effect of top-down connections in Hierarchical Sparse Coding
V Boutin, A Franciosini, F Ruffier, L Perrinet
Neural Computation 32 (1), 2279 - 2309, 2020
22020
Modelling Complex Cells of Early Visual Cortex using Predictive Coding
A Franciosini, V Boutin, L Perrinet
28th Annual Computational Neuroscience Meeting, 2019
12019
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
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
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
2020
An adaptive homeostatic algorithm for the unsupervised learning of visual features
V Boutin, A Franciosini, L Perrinet
2018
From biological vision to unsupervised hierarchical sparse coding
V Boutin, A Franciosini, F Ruffier, L Perrinet
Itwist 2018, 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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Articles 1–12