Destabilization and Route to Chaos in Neural Networks with Random Connectivity. - Bernard Doyon; Bruno Cessac; Mathias Quoy; Manuel Samuelides (NIPS, 1992)

Implementing Hebbian Learning in a Rank-Based Neural Network. - Manuel Samuelides; Simon J. Thorpe; Emmanuel Veneau (ICANN, 1997)

SPIKE_4096: A Neural Integrated Circuit for Image Segmentation. - Jean-Luc Rebourg; Jean-Denis Muller; Manuel Samuelides (ICES, 1998)

Self-organization and dynamics reduction in recurrent networks: stimulus presentation and learning. - Emmanuel Daucé; Mathias Quoy; Bruno Cessac; Bernard Doyon; Manuel Samuelides (Neural Networks, 1998)

Mean-field equations reveal synchronization in a 2-populations neural network model. - Emmanuel Daucé; Olivier Moynot; Olivier Pinaud; Manuel Samuelides; Bernard Doyon (ESANN, 1999)

Dynamics of large random recurrent neural networks: oscillations of 2-population model. - Olivier Moynot; Manuel Samuelides (IJCNN, 1999)

Networks of integrate-and-fire neuron using rank order coding A: How to implement spike time dependent Hebbian plasticity. - Laurent Perrinet; Arnaud Delorme; Manuel Samuelides; Simon J. Thorpe (Neurocomputing, 2001)

Mean-field Theory and Synchronization in Random Recurrent Neural Networks. - Emmanuel Daucé; Olivier Moynot; Olivier Pinaud; Manuel Samuelides (Neural Process. Lett., 2001)

Sparse image coding using an asynchronous spiking neural network. - Laurent Perrinet; Manuel Samuelides (ESANN, 2002)

Coherence detection in a spiking neuron via Hebbian learning. - Laurent Perrinet; Manuel Samuelides (Neurocomputing, 2002)

Apprentissage par renforcement pour les processus décisionnels de Markov partiellement observés Apprendre une extension sélective du passé. - Alain Dutech; Manuel Samuelides (Rev. d'Intelligence Artif., 2003)

Topological Visual Localization Using Decentralized Galois Lattices. - Emmanuel Zenou; Malik Ghallab; Manuel Samuelides (ECAI, 2004)

Sparse spike coding in an asynchronous feed-forward multi-layer neural network using matching pursuit. - Laurent Perrinet; Manuel Samuelides; Simon J. Thorpe (Neurocomputing, 2004)

Galois Lattice Theory for Probabilistic Visual Landmarks. - Emmanuel Zenou; Manuel Samuelides (J. Univers. Comput. Sci., 2004)

Coding static natural images using spiking event times: do neurons Cooperate? - Laurent Perrinet; Manuel Samuelides; Simon J. Thorpe (IEEE Trans. Neural Networks, 2004)

Neuro-Fuzzy Inference System to Learn Expert Decision: Between Performance and Intelligibility. - Laurence Cornez; Manuel Samuelides; Jean-Denis Muller (FSKD (2), 2005)

Characterizing Image Sets Using Formal Concept Analysis. - Emmanuel Zenou; Manuel Samuelides (EURASIP J. Adv. Signal Process., 2005)

From Neuron to Neural Networks dynamics - Bruno Cessac; Manuel Samuelides (CoRR, 2006)