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Hervé Frezza-Buet

49
Documents

Publications

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 hal-01082503v1
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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

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 hal-00771662v1
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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

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
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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

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 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 inria-00100715v1
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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
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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
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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
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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
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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
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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
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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 - 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

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

Cellular based simulation of semiconductors thin films

d'Havh Boumba Sitou , Sidi Ould Saad Hamady , Nicolas Fressengeas , Hervé Frezza-Buet , Stéphane Vialle
Innovations in Thin Film Processing and Characterization - ITFPC 09, Nov 2009, Nancy, France
Communication dans un congrès hal-00433062v1

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

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 hal-00439332v1

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
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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
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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
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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 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
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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
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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
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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

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
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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
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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
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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
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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
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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
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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
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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
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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
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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