Laurent Perrinet

19 papers B 1C 1Misc 1Journal 14Unranked 2

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	Future-Guided Learning: A Predictive Approach To Enhance Time-Series Forecasting. CoRR Skye Gunasekaran, Assel Kembay, Hugo J. Ladret, Rui-Jie Zhu, Laurent Perrinet, Omid Kavehei, Jason Eshraghian
2023	J	`jnl`	Stakes of neuromorphic foveation: a promising future for embedded event cameras. Biol. Cybern. Amélie Gruel, Dalia Hareb, Antoine Grimaldi, Jean Martinet, Laurent Perrinet, Bernabé Linares-Barranco, Teresa Serrano-Gotarredona
2021	C	`conf`	A homeostatic gain control mechanism to improve event-driven object recognition. CBMI Antoine Grimaldi, Victor Boutin, Laurent Perrinet, Sio-Hoi Ieng, Ryad Benosman
2021	J	`jnl`	Sparse deep predictive coding captures contour integration capabilities of the early visual system. PLoS Comput. Biol. Victor Boutin, Angelo Franciosini, Frédéric Chavane, Franck Ruffier, Laurent Perrinet
2020	J	`jnl`	Effect of Top-Down Connections in Hierarchical Sparse Coding. Neural Comput. Victor Boutin, Angelo Franciosini, Franck Ruffier, Laurent Perrinet
2020	J	`jnl`	Effect of top-down connections in Hierarchical Sparse Coding. CoRR Victor Boutin, Angelo Franciosini, Franck Ruffier, Laurent Perrinet
2020	—	`conf`	Visual Search as Active Inference. IWAI Emmanuel Daucé, Laurent Perrinet
2019	J	`jnl`	Meaningful representations emerge from Sparse Deep Predictive Coding. CoRR Victor Boutin, Angelo Franciosini, Franck Ruffier, Laurent Perrinet
2017	J	`jnl`	Sparse models for Computer Vision. CoRR Laurent Perrinet
2010	Misc	`conf`	A novel bio-inspired static image compression scheme for noisy data transmission over low-bandwidth channels. ICASSP Khaled Masmoudi, Marc Antonini, Pierre Kornprobst, Laurent Perrinet
2005	—	`conf`	Efficient Source Detection Using Integrate-and-Fire Neurons. ICANN (1) Laurent Perrinet
2004	J	`jnl`	Coding static natural images using spiking event times: do neurons Cooperate? IEEE Trans. Neural Networks Laurent Perrinet, Manuel Samuelides, Simon J. Thorpe
2004	J	`jnl`	Emergence of filters from natural scenes in a sparse spike coding scheme. Neurocomputing Laurent Perrinet
2004	J	`jnl`	Finding independent components using spikes: A natural result of hebbian learning in a sparse spike coding scheme. Nat. Comput. Laurent Perrinet
2004	J	`jnl`	Sparse spike coding in an asynchronous feed-forward multi-layer neural network using matching pursuit. Neurocomputing Laurent Perrinet, Manuel Samuelides, Simon J. Thorpe
2002	J	`jnl`	Coherence detection in a spiking neuron via Hebbian learning. Neurocomputing Laurent Perrinet, Manuel Samuelides
2002	B	`conf`	Sparse image coding using an asynchronous spiking neural network. ESANN Laurent Perrinet, Manuel Samuelides
2001	J	`jnl`	Networks of integrate-and-fire neuron using rank order coding A: How to implement spike time dependent Hebbian plasticity. Neurocomputing Laurent Perrinet, Arnaud Delorme, Manuel Samuelides, Simon J. Thorpe
2001	J	`jnl`	Networks of integrate-and-fire neurons using Rank Order Coding B: Spike timing dependent plasticity and emergence of orientation selectivity. Neurocomputing Arnaud Delorme, Laurent Perrinet, Simon J. Thorpe