Hervé Frezza-Buet

According to our database, Hervé Frezza-Buet authored at least 30 papers between 1999 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

Graph-Induced Geodesics Approximation for Non-Euclidian K-Means.

Hervé Frezza-Buet

Proceedings of the 30th European Symposium on Artificial Neural Networks, 2022

2020

Consensus Driven Self-Organization: Towards Non Hierarchical Multi-Map Architectures.

Noémie Gonnier, Yann Boniface, Hervé Frezza-Buet

Proceedings of the Neural Information Processing - 27th International Conference, 2020

Self-organizing maps in manifolds with complex topologies: An application to the planning of closed path for indoor UAV patrols.

Hervé Frezza-Buet

Proceedings of the 28th European Symposium on Artificial Neural Networks, 2020

2019

Look and Feel What and How Recurrent Self-Organizing Maps Learn.

Jérémy Fix, Hervé Frezza-Buet

Proceedings of the Advances in Self-Organizing Maps, Learning Vector Quantization, Clustering and Data Visualization, 2019

2018

Reconstruction d'état caché avec cartes auto-organisatrices récurrentes.

Alain Dutech, Jérémy Fix, Hervé Frezza-Buet

Proceedings of the Journées Francophone Planification, 2018

2015

YARBUS : Yet Another Rule Based belief Update System.

Jérémy Fix, Hervé Frezza-Buet

CoRR, 2015

2014

Online computing of non-stationary distributions velocity fields by an accuracy controlled growing neural gas.

Hervé Frezza-Buet

Neural Networks, 2014

Cellular Computing and Least Squares for Partial Differential Problems Parallel Solving.

Nicolas Fressengeas, Hervé Frezza-Buet

J. Cell. Autom., 2014

Towards an effective multi-map self organizing recurrent neuronal network.

Denis Baheux, Hervé Frezza-Buet, Jérémy Fix

Proceedings of the 22th European Symposium on Artificial Neural Networks, 2014

2013

A C++ template-based reinforcement learning library: fitting the code to the mathematics.

Hervé Frezza-Buet, Matthieu Geist

J. Mach. Learn. Res., 2013

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

Can self-organisation emerge through dynamic neural fields computation?

Lucian Alecu, Hervé Frezza-Buet, Frédéric Alexandre

Connect. Sci., 2011

Tracking non-stationary dynamical system phase using multi-map and temporal self-organizing architecture.

Bassem Khouzam, Hervé Frezza-Buet

Proceedings of the Third World Congress on Nature & Biologically Inspired Computing, 2011

Dynamic neural field optimization using the unscented Kalman filter.

Jérémy Fix, Matthieu Geist, Olivier Pietquin, Hervé Frezza-Buet

Proceedings of the 2011 IEEE Symposium on Computational Intelligence, 2011

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

Proceedings of the Applied Parallel and Scientific Computing, 2010

Online speaker diarization with a size-monitored growing neural gas algorithm.

Jean-Louis Gutzwiller, Hervé Frezza-Buet, Olivier Pietquin

Proceedings of the 18th European Symposium on Artificial Neural Networks, 2010

2009

Application-Driven Parameter Tuning Methodology for Dynamic Neural Field Equations.

Lucian Alecu, Hervé Frezza-Buet

Proceedings of the Neural Information Processing, 16th International Conference, 2009

Reconciling neural fields to self-organization.

Lucian Alecu, Hervé Frezza-Buet

Proceedings of the 17th European Symposium on Artificial Neural Networks, 2009

2008

Following non-stationary distributions by controlling the vector quantization accuracy of a growing neural gas network.

Hervé Frezza-Buet

Neurocomputing, 2008

Are Neural Fields Suitable for Vector Quantization?

Lucian Alecu, Hervé Frezza-Buet

Proceedings of the Seventh International Conference on Machine Learning and Applications, 2008

2007

Tracking fast changing non-stationary distributions with a topologically adaptive neural network: application to video tracking.

Georges Adrian Drumea, Hervé Frezza-Buet

Proceedings of the 15th European Symposium on Artificial Neural Networks, 2007

2005

Model of multi-modal cortical processing: Coherent learning in self-organizing modules.

Olivier Ménard, Hervé Frezza-Buet

Neural Networks, 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

Proceedings of the Biomimetic Neural Learning for Intelligent Robots, 2005

Making Competition in Neural Fields Suitable for Computational Architectures.

Hervé Frezza-Buet, Olivier Ménard

Proceedings of the Artificial Neural Networks: Biological Inspirations, 2005

2002

From a biological to a computational model for the autonomous behavior of an animat.

Hervé Frezza-Buet, Frédéric Alexandre

Inf. Sci., 2002

Action Scheme Scheduling with a Neural Architecture: A Prefrontal Cortex Approach.

Hervé Frezza-Buet

Proceedings of the Artificial Neural Networks, 2002

2001

Integration of Biologically Inspired Temporal Mechanisms into a Cortical Framework fo Sequence Processing.

Hervé Frezza-Buet, Nicolas P. Rougier, Frédéric Alexandre

Proceedings of the Sequence Learning - Paradigms, Algorithms, and Applications, 2001

1999

Un modèle de cortex pour le comportement motivé d'un agent neuromimétique autonome.

Hervé Frezza-Buet

PhD thesis, 1999

Modeling prefrontal functions for robot navigation.

Hervé Frezza-Buet, Frédéric Alexandre

Proceedings of the International Joint Conference Neural Networks, 1999

Specialization with cortical models: An application to causality learning.

Hervé Frezza-Buet, Frédéric Alexandre

Proceedings of the 7th European Symposium on Artificial Neural Networks, 1999