Laurent Perrinet

Publication Activity (10 Years)

Years Active: 2001-2023
Publications (10 Years): 8

Top Topics

Discriminative Dictionary

Predictive Coding

Object Recognition

Top Venues

Publications

Amélie Gruel, Dalia Hareb, Antoine Grimaldi, Jean Martinet, Laurent Perrinet, Bernabé Linares-Barranco, Teresa Serrano-Gotarredona
Stakes of neuromorphic foveation: a promising future for embedded event cameras. Biol. Cybern. 117 (4) (2023)
Antoine Grimaldi, Victor Boutin, Laurent Perrinet, Sio-Hoi Ieng, Ryad Benosman
A homeostatic gain control mechanism to improve event-driven object recognition. CBMI (2021)
Victor Boutin, Angelo Franciosini, Frédéric Chavane, Franck Ruffier, Laurent Perrinet
Sparse deep predictive coding captures contour integration capabilities of the early visual system. PLoS Comput. Biol. 17 (1) (2021)
Emmanuel Daucé, Laurent Perrinet
Visual Search as Active Inference. IWAI (2020)
Victor Boutin, Angelo Franciosini, Franck Ruffier, Laurent Perrinet
Effect of top-down connections in Hierarchical Sparse Coding. CoRR (2020)
Victor Boutin, Angelo Franciosini, Franck Ruffier, Laurent Perrinet
Effect of Top-Down Connections in Hierarchical Sparse Coding. Neural Comput. 32 (11) (2020)
Victor Boutin, Angelo Franciosini, Franck Ruffier, Laurent Perrinet
Meaningful representations emerge from Sparse Deep Predictive Coding. CoRR (2019)
Laurent Perrinet
Sparse models for Computer Vision. CoRR (2017)
Khaled Masmoudi, Marc Antonini, Pierre Kornprobst, Laurent Perrinet
A novel bio-inspired static image compression scheme for noisy data transmission over low-bandwidth channels. ICASSP (2010)
Laurent Perrinet
Efficient Source Detection Using Integrate-and-Fire Neurons. ICANN (1) (2005)
Laurent Perrinet
Emergence of filters from natural scenes in a sparse spike coding scheme. Neurocomputing (2004)
Laurent Perrinet
Finding independent components using spikes: A natural result of hebbian learning in a sparse spike coding scheme. Nat. Comput. 3 (2) (2004)
Laurent Perrinet, Manuel Samuelides, Simon J. Thorpe
Coding static natural images using spiking event times: do neurons Cooperate? IEEE Trans. Neural Networks 15 (5) (2004)
Laurent Perrinet, Manuel Samuelides, Simon J. Thorpe
Sparse spike coding in an asynchronous feed-forward multi-layer neural network using matching pursuit. Neurocomputing 57 (2004)
Laurent Perrinet, Manuel Samuelides
Sparse image coding using an asynchronous spiking neural network. ESANN (2002)
Laurent Perrinet, Manuel Samuelides
Coherence detection in a spiking neuron via Hebbian learning. Neurocomputing (2002)
Arnaud Delorme, Laurent Perrinet, Simon J. Thorpe
Networks of integrate-and-fire neurons using Rank Order Coding B: Spike timing dependent plasticity and emergence of orientation selectivity. Neurocomputing (2001)
Laurent Perrinet, Arnaud Delorme, Manuel Samuelides, Simon J. Thorpe
Networks of integrate-and-fire neuron using rank order coding A: How to implement spike time dependent Hebbian plasticity. Neurocomputing (2001)