Hervé Frezza-Buet

Publications

Article dans une revue (9)

Cellular Computing and Least Squares for partial differential problems parallel solving Nicolas Fressengeas,Hervé Frezza-Buet Journal of Cellular Automata, 2014, 9 (1), pp.1-21 Article dans une revue hal-00107064v8
Online computing of non-stationary distributions velocity fields by an accuracy controlled growing neural gas Hervé Frezza-Buet Neural Networks, 2014, 60, pp.203-221. ⟨10.1016/j.neunet.2014.08.014⟩ Article dans une revue istex hal-01082503v1
A C++ Template-Based Reinforcement Learning Library: Fitting the Code to the Mathematics Hervé Frezza-Buet,Matthieu Geist Journal of Machine Learning Research, 2013, 14 (1), pp.625-628 Article dans une revue hal-00914768v1
Distributed recurrent self-organization for tracking the state of non-stationary partially observable dynamical systems Bassem Khouzam,Hervé Frezza-Buet Biologically Inspired Cognitive Architectures, 2013, 3, pp.87-104. ⟨10.1016/j.bica.2012.11.001⟩ Article dans une revue istex hal-00771662v1
Can Self-Organization Emerge through Dynamic Neural Fields Computation? Lucian Alecu,Hervé Frezza-Buet,Frédéric Alexandre Connection Science, 2011, 23 (1), pp.1-31. ⟨10.1080/09540091.2010.526194⟩ Article dans une revue inria-00537799v1
Sample-Efficient Batch Reinforcement Learning for Dialogue Management Optimization Olivier Pietquin,Matthieu Geist,Senthilkumar Chandramohan,Hervé Frezza-Buet ACM - Transactions on Speech and Language Processing, 2011, 7 (3), pp.art. 7 (1-21). ⟨10.1145/1966407.1966412⟩ Article dans une revue hal-00617517v1
Following non-stationary distributions by controlling the vector quantization accuracy of a growing neural gas network Hervé Frezza-Buet Neurocomputing, 2008, 71 (7-9), pp.1191-1202. ⟨10.1016/j.neucom.2007.12.024⟩ Article dans une revue istex hal-00282087v1
Model of multi-modal cortical processing: Coherent learning in self-organizing modules Olivier Ménard,Hervé Frezza-Buet Neural Networks, 2005, 18 (5-6), pp.646--655 Article dans une revue inria-00000636v1
From a biological to a computational model for the autonomous behavior of an animat Hervé Frezza-Buet,Frédéric Alexandre Information Sciences, 2002, 144 (1-4), pp.1-43. ⟨10.1016/S0020-0255(02)00195-0⟩ Article dans une revue istex inria-00100715v1

Communication dans un congrès (32)

Graph-Induced Geodesics Approximation for Non-Euclidian K-Means Hervé Frezza-Buet ESANN 2022 - European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Oct 2022, Bruges, Belgium Communication dans un congrès hal-03823878v1
Input Prediction Using Consensus Driven SOMs Noémie Gonnier,Yann Boniface,Hervé Frezza-Buet ISCMI 2021:8th Intl. Conference on Soft Computing & Machine Intelligence, Nov 2021, Cairo, Egypt. ⟨10.1109/ISCMI53840.2021.9654851⟩ Communication dans un congrès hal-03375134v1
Self-organizing maps in manifolds with complex topologies: An application to the planning of closed path for indoor UAV patrols Hervé Frezza-Buet European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Apr 2020, Bruges, Belgium Communication dans un congrès hal-02489649v1
Towards an effective multi-map self organizing recurrent neural network Denis Baheux,Jérémy Fix,Hervé Frezza-Buet European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Apr 2014, Bruges, Belgium. pp.201-206 Communication dans un congrès hal-01104724v1
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 Fressengeaset al. PARA 2010 - 10th International Conference on Applied Parallel and Scientific Computing, Jun 2010, Reykjavík, Iceland. pp.282-292, ⟨10.1007/978-3-642-28151-8⟩ Communication dans un congrès hal-00645121v1
Discovering the phase of a dynamical system from a stream of partial observations with a multi-map self-organizing architecture Bassem Khouzam,Hervé Frezza-Buet COGNITIVE 2011, Sep 2011, Rome, Italy. pp.19-24 Communication dans un congrès hal-00652308v1
Dynamic Neural Field Optimization using the Unscented Kalman Filter Jérémy Fix,Matthieu Geist,Olivier Pietquin,Hervé Frezza-Buet CCMB 2011, Apr 2011, Paris, France. 7 p., ⟨10.1109/CCMB.2011.5952113⟩ Communication dans un congrès hal-00618117v1
Tracking non-stationary dynamical system phase using multi-map and temporal self-organizing architecture Khouzam Bassem,Hervé Frezza-Buet NaBIC 2011, Oct 2011, Salamanca, Spain. pp.163-168, ⟨10.1109/NaBIC.2011.6089453⟩ Communication dans un congrès hal-00652312v1
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 PARA 2010 : State of the Art in Scientific and Parallel Computing, Jun 2010, Reykjavick, Iceland. 4 p Communication dans un congrès hal-00491969v1
Online Speaker Diarization with a Size-Monitored Growing Neural Gas Algorithm Jean-Louis Gutzwiller,Hervé Frezza-Buet,Olivier Pietquin ESANN 2010, Apr 2010, Bruges, Belgium. pp.505-510 Communication dans un congrès hal-00552988v1
Reconciling neural fields to self-organization Lucian Alecu,Hervé Frezza-Buet ESANN 2009, Apr 2009, Bruges, Belgium. pp.571-576 Communication dans un congrès hal-00402668v1
Application-driven parameter tuning methodology for dynamic neural field equations Lucian Alecu,Hervé Frezza-Buet 16th International Conference on Neural Information Processing - ICONIP 2009, Dec 2009, Bangkok, Thailand. pp.135-142, ⟨10.1007/978-3-642-10677-4_15⟩ Communication dans un congrès istex hal-00439332v1
A dynamic neural field mechanism for self-organization Lucian Alecu,Hervé Frezza-Buet Eighteenth Annual Computational Neuroscience Meeting CNS, Jul 2009, Berlin, Germany. pp.273, ⟨10.1186/1471-2202-10-S1-P273⟩ Communication dans un congrès hal-00402184v1
Cellular based simulation of semiconductors thin films d'Havh Boumba Sitou,Sidi Ould Saad Hamady,Nicolas Fressengeas,Hervé Frezza-Buet,Stéphane Vialleet al. Innovations in Thin Film Processing and Characterization - ITFPC 09, Nov 2009, Nancy, France Communication dans un congrès hal-00433062v1
An Empirical Evaluation Framework for Qualifying Dynamic Neural Fields Lucian Alecu,Hervé Frezza-Buet Deuxième conférence française de Neurosciences Computationnelles, "Neurocomp08", Oct 2008, Marseille, France Communication dans un congrès hal-00331551v1
Are Neural Fields Suitable for Vector Quantization? Lucian Alecu,Hervé Frezza-Buet ICMLA'08, Dec 2008, San Diego, United States. pp.239-244, ⟨10.1109/ICMLA.2008.21⟩ Communication dans un congrès hal-00351275v1
An Interactive Problem Modeller and PDE Solver, Distributed on Large Scale Architectures Nicolas Fressengeas,Hervé Frezza-Buet,Jens Gustedt,Stéphane Vialle Third International Workshop on Distributed Frameworks for Multimedia Applications - DFMA '07, Jun 2007, Paris, France Communication dans un congrès inria-00139660v1
Tracking fast changing non-stationary distributions with a topologically adaptive neural network: Application to video tracking Georges Adrian Drumea,Hervé Frezza-Buet 15th European Symposium on Artificial Neural Networks (ESANN2007), Apr 2007, Bruges, Belgium. pp.43-48 Communication dans un congrès hal-00250981v1
Ressources de contrôle extensives : Un modèle à grain fin d'inspiration corticale Hervé Frezza-Buet Troisième Workshop "Applications Médicales de l'Informatique : Nouvelles Approches" - AMINA'2006, Nov 2006, Monastir, Tunisie Communication dans un congrès hal-00250094v1
Making competition in neural fields suitable for computational architectures Hervé Frezza-Buet,Olivier Ménard 15th International Conference on Artificial Neural Networks - ICANN'05, Sep 2005, Warsaw/Pologne, pp.217--222, ⟨10.1007/11550822_35⟩ Communication dans un congrès istex inria-00000633v1
Coherent learning in cortical maps: A generic approach Olivier Ménard,Hervé Frezza-Buet IEEE International Joint Conference on Neural Networks - IJCNN'05, Jul 2005, Montréal/Canada Communication dans un congrès inria-00000635v1
Multi-criteria self-organization: Example of motor-dependent phonetic representation for a multi-modal robot Olivier Ménard,Frédéric Alexandre,Hervé Frezza-Buet Neurobotics Workshop of the 27th german conference on Artificial Intelligence, Sep 2004, Ulm, Germany, 12 p Communication dans un congrès inria-00099901v1
Rewarded multi-modal neuronal self-organization: Example of the arm reaching movement Olivier Ménard,Hervé Frezza-Buet International Conference on Advances in Intelligent Systems - Theory and Applications - AISTA'04, Nov 2004, Luxembourg-Kirchberg, Luxembourg, 6 p Communication dans un congrès inria-00099903v1
Making Cortically-Inspired Sensorimotor Control Realistic for Robotics: Design of an Extended Parallel Cellular Programming Model Olivier Ménard,Stéphane Vialle,Hervé Frezza-Buet International Conference on Advances in Intelligent Systems - Theory and Applications - AISTA 2004, Nov 2004, Luxembourg, 6 p Communication dans un congrès inria-00099899v1
Multi-map self-organization for sensorimotor learning: a cortical approach Olivier Ménard,Hervé Frezza-Buet International Joint Conference on Neural Networks - IJCNN'03, Jul 2003, Portland, Oregon, 6 p Communication dans un congrès inria-00099844v1
Neuronal mechanisms for sequence learning in behavioral modeling Nicolas P. Rougier,Hervé Frezza-Buet,Frédéric Alexandre Sixteenth International Joint Conference on Artificial Intelligence, Workshop : Neural, Symbolic, and Reinforcement Methods for Sequence Learning, 1999, Stockholm, Sweden, 6 p Communication dans un congrès inria-00098756v1
Specialization within cortical models : An application to causality learning Hervé Frezza-Buet,Frédéric Alexandre 7th European Symposium on Artificial Neural Networks - ESANN'99, Apr 1999, Bruges, Belgium, 6 p Communication dans un congrès inria-00098766v1
Modeling prefrontal functions for robot navigation Hervé Frezza-Buet,Frédéric Alexandre International Joint Conference on Artificial Neural Networks, 1999, none, 6 p Communication dans un congrès inria-00098765v1
Multimodal Sequence Learning with a Cortically-Inspired Model Hervé Frezza-Buet,Frédéric Alexandre 3nd International Conference on Computational Intelligence & Neuroscience - JCIS'98 - Association for Intelligent Machinery, 1998, none, pp.24-27 Communication dans un congrès inria-00098710v1
Selection of action with a cortically-inspired model Hervé Frezza-Buet,Frédéric Alexandre Seventh European Workshop on Learning Robots, 1998, Edimbourgh, pp.13-21 Communication dans un congrès inria-00098709v1
De la nécessité de l'intégration d'un modèle d'hippocampe dans une approche corticale de la sélection de l'action Hervé Frezza-Buet,Nicolas P. Rougier Neurosciences et Sciences pour l'Ingénieur, 1998, Munster, France. 4 p Communication dans un congrès inria-00098694v1
A model of cortical activation for robot navigation Hervé Frezza-Buet,Frédéric Alexandre International Conference on cognitive and neural systems, 1998, Boston, USA, 3 p Communication dans un congrès inria-00098581v1

Chapitre d'ouvrage (5)

Consensus Driven Self-Organization: Towards Non Hierarchical Multi-Map Architectures Noémie Gonnier,Yann Boniface,Hervé Frezza-Buet Communications in Computer and Information Science, Neural Information Processing, ICONIP 2020, pp.526-534, 2020, ⟨10.1007/978-3-030-63823-8_60⟩ Chapitre d'ouvrage hal-03030518v1
Look and Feel What and How Recurrent Self-Organizing Maps Learn Jérémy Fix,Hervé Frezza-Buet Advances in Self-Organizing Maps, Learning Vector Quantization, Clustering and Data Visualization, WSOM 19, 976, pp.3-12, 2020, Advances in Intelligent Systems and Computing, 978-3-030-19641-7. ⟨10.1007/978-3-030-19642-4_1⟩ Chapitre d'ouvrage hal-02120117v1
Towards Word Semantics from Multi-modal Acoustico-Motor Integration: Application of the Bijama Model to the Setting of Action-Dependant Phonetic Representations Olivier Ménard,Hervé Frezza-Buet,Frédéric Alexandre Stefan Wermter and Günther Palm and Mark Elshaw. Biomimetic Neural Learning for Intelligent Robots: Intelligent Systems, Cognitive Robotics, and Neuroscience, 3575 (3575), Springer-Verlag, pp.144--161, 2005, Lecture Notes in Artificial Intelligence, 3-540-27440-5. ⟨10.1007/b139051⟩ Chapitre d'ouvrage inria-00000634v1
From Natural to Artificial Intelligence: Numerical processing for cognitive tasks Frédéric Alexandre,Hervé Frezza-Buet Paul Bourgine and Jean-Pierre Nadal. Cognitive Economics, Springer, pp.113-130, 2004 Chapitre d'ouvrage inria-00099961v1
Integration of Biologically Inspired Temporal Mechanisms into a Cortical Framework for Sequence Processing Hervé Frezza-Buet,Nicolas P. Rougier,Frédéric Alexandre none. Neural, Symbolic and Reinforcement Methods for Sequence Learning, Springer, 28 p, 2000 Chapitre d'ouvrage inria-00107857v1

Rapport (1)

YARBUS : Yet Another Rule Based belief Update System Jérémy Fix Hervé Frezza-Buet Jérémy Fix,Hervé Frezza-Buet [Research Report] CentraleSupelec. 2015 Rapport (rapport de recherche) hal-01180218v1

Thèse (1)

Un modèle de cortex pour le comportement motivé d'un agent neuromimétique autonome Hervé Frezza-Buet Autre [cs.OH]. Université Henri Poincaré - Nancy 1, 1999. Français. ⟨NNT : 1999NAN10246⟩ Thèse tel-01747287v1

HDR (1)

Un calcul cortical pour les systèmes situés Hervé Frezza-Buet Informatique. Université Nancy II, 2011 HDR tel-00652806v1