Specialization with cortical models: An application to causality learning. - Hervé Frezza-Buet; Frédéric Alexandre (ESANN, 1999)

Modeling prefrontal functions for robot navigation. - Hervé Frezza-Buet; Frédéric Alexandre (IJCNN, 1999)

Un modèle de cortex pour le comportement motivé d'un agent neuromimétique autonome. - Hervé Frezza-Buet (1999)

Integration of Biologically Inspired Temporal Mechanisms into a Cortical Framework fo Sequence Processing. - Hervé Frezza-Buet; Nicolas P. Rougier; Frédéric Alexandre (Sequence Learning, 2001)

Action Scheme Scheduling with a Neural Architecture: A Prefrontal Cortex Approach. - Hervé Frezza-Buet (ICANN, 2002)

From a biological to a computational model for the autonomous behavior of an animat. - Hervé Frezza-Buet; Frédéric Alexandre (Inf. Sci., 2002)

Multi-map self-organization for sensorimotor learning: a cortical approach. - Olivier Ménard; Hervé Frezza-Buet (IJCNN, 2003)

Making Competition in Neural Fields Suitable for Computational Architectures. - Hervé Frezza-Buet; Olivier Ménard (ICANN (1), 2005)

Coherent learning in cortical maps: a generic approach. - Olivier Ménard; Hervé Frezza-Buet (IJCNN, 2005)

Towards Word Semantics from Multi-modal Acoustico-Motor Integration: Application of the Bijama Model to the Setting of Action-Dependant Phonetic Representations. - Olivier Ménard; Frédéric Alexandre; Hervé Frezza-Buet (Biomimetic Neural Learning for Intelligent Robots, 2005)

Model of multi-modal cortical processing: Coherent learning in self-organizing modules. - Olivier Ménard; Hervé Frezza-Buet (Neural Networks, 2005)

Tracking fast changing non-stationary distributions with a topologically adaptive neural network: application to video tracking. - Georges Adrian Drumea; Hervé Frezza-Buet (ESANN, 2007)

Are Neural Fields Suitable for Vector Quantization? - Lucian Alecu; Hervé Frezza-Buet (ICMLA, 2008)

Following non-stationary distributions by controlling the vector quantization accuracy of a growing neural gas network. - Hervé Frezza-Buet (Neurocomputing, 2008)

Reconciling neural fields to self-organization. - Lucian Alecu; Hervé Frezza-Buet (ESANN, 2009)

Application-Driven Parameter Tuning Methodology for Dynamic Neural Field Equations. - Lucian Alecu; Hervé Frezza-Buet (ICONIP (1), 2009)

Online speaker diarization with a size-monitored growing neural gas algorithm. - Jean-Louis Gutzwiller; Hervé Frezza-Buet; Olivier Pietquin (ESANN, 2010)

InterCell: A Software Suite for Rapid Prototyping and Parallel Execution of Fine Grained Applications. - Jens Gustedt; Stéphane Vialle; Hervé Frezza-Buet; D'havh Boumba Sitou; Nicolas Fressengeas; Jérémy Fix (PARA (1), 2010)

Dynamic neural field optimization using the unscented Kalman filter. - Jérémy Fix; Matthieu Geist; Olivier Pietquin; Hervé Frezza-Buet (CCMB, 2011)

Tracking non-stationary dynamical system phase using multi-map and temporal self-organizing architecture. - Bassem Khouzam; Hervé Frezza-Buet (NaBIC, 2011)

Can self-organisation emerge through dynamic neural fields computation? - Lucian Alecu; Hervé Frezza-Buet; Frédéric Alexandre (Connect. Sci., 2011)

Sample-efficient batch reinforcement learning for dialogue management optimization. - Olivier Pietquin; Matthieu Geist; Senthilkumar Chandramohan; Hervé Frezza-Buet (ACM Trans. Speech Lang. Process., 2011)

A C++ template-based reinforcement learning library: fitting the code to the mathematics. - Hervé Frezza-Buet; Matthieu Geist (J. Mach. Learn. Res., 2013)

Towards an effective multi-map self organizing recurrent neuronal network. - Denis Baheux; Hervé Frezza-Buet; Jérémy Fix (ESANN, 2014)

Cellular Computing and Least Squares for Partial Differential Problems Parallel Solving. - Nicolas Fressengeas; Hervé Frezza-Buet (J. Cell. Autom., 2014)

Online computing of non-stationary distributions velocity fields by an accuracy controlled growing neural gas. - Hervé Frezza-Buet (Neural Networks, 2014)

YARBUS : Yet Another Rule Based belief Update System. - Jérémy Fix; Hervé Frezza-Buet (CoRR, 2015)

Reconstruction d'état caché avec cartes auto-organisatrices récurrentes. - Alain Dutech; Jérémy Fix; Hervé Frezza-Buet (JFPDA, 2018)

Look and Feel What and How Recurrent Self-Organizing Maps Learn. - Jérémy Fix; Hervé Frezza-Buet (WSOM+, 2019)

Self-organizing maps in manifolds with complex topologies: An application to the planning of closed path for indoor UAV patrols. - Hervé Frezza-Buet (ESANN, 2020)

Consensus Driven Self-Organization: Towards Non Hierarchical Multi-Map Architectures. - Noémie Gonnier; Yann Boniface; Hervé Frezza-Buet (ICONIP (5), 2020)

Input Prediction Using Consensus Driven SOMs. - Noémie Gonnier; Yann Boniface; Hervé Frezza-Buet (ISCMI, 2021)

Graph-Induced Geodesics Approximation for Non-Euclidian K-Means. - Hervé Frezza-Buet (ESANN, 2022)