Hervé Frezza-Buet

Publication Activity (10 Years)

Years Active: 1999-2022
Publications (10 Years): 5

Top Topics

Growing Neural Gas

Competitive Learning

Top Venues

J. Cell. Autom.

Publications

Hervé Frezza-Buet
Graph-Induced Geodesics Approximation for Non-Euclidian K-Means. ESANN (2022)
Hervé Frezza-Buet
Self-organizing maps in manifolds with complex topologies: An application to the planning of closed path for indoor UAV patrols. ESANN (2020)
Noémie Gonnier, Yann Boniface, Hervé Frezza-Buet
Consensus Driven Self-Organization: Towards Non Hierarchical Multi-Map Architectures. ICONIP (5) (2020)
Jérémy Fix, Hervé Frezza-Buet
Look and Feel What and How Recurrent Self-Organizing Maps Learn. WSOM+ (2019)
Alain Dutech, Jérémy Fix, Hervé Frezza-Buet
Reconstruction d'état caché avec cartes auto-organisatrices récurrentes. JFPDA (2018)
Jérémy Fix, Hervé Frezza-Buet
YARBUS : Yet Another Rule Based belief Update System. CoRR (2015)
Hervé Frezza-Buet
Online computing of non-stationary distributions velocity fields by an accuracy controlled growing neural gas. Neural Networks 60 (2014)
Denis Baheux, Hervé Frezza-Buet, Jérémy Fix
Towards an effective multi-map self organizing recurrent neuronal network. ESANN (2014)
Nicolas Fressengeas, Hervé Frezza-Buet
Cellular Computing and Least Squares for Partial Differential Problems Parallel Solving. J. Cell. Autom. 9 (1) (2014)
Hervé Frezza-Buet, Matthieu Geist
A C++ template-based reinforcement learning library: fitting the code to the mathematics. J. Mach. Learn. Res. 14 (1) (2013)
Bassem Khouzam, Hervé Frezza-Buet
Tracking non-stationary dynamical system phase using multi-map and temporal self-organizing architecture. NaBIC (2011)
Jérémy Fix, Matthieu Geist, Olivier Pietquin, Hervé Frezza-Buet
Dynamic neural field optimization using the unscented Kalman filter. CCMB (2011)
Lucian Alecu, Hervé Frezza-Buet, Frédéric Alexandre
Can self-organisation emerge through dynamic neural fields computation? Connect. Sci. 23 (1) (2011)
Olivier Pietquin, Matthieu Geist, Senthilkumar Chandramohan, Hervé Frezza-Buet
Sample-efficient batch reinforcement learning for dialogue management optimization. ACM Trans. Speech Lang. Process. 7 (3) (2011)
Jean-Louis Gutzwiller, Hervé Frezza-Buet, Olivier Pietquin
Online speaker diarization with a size-monitored growing neural gas algorithm. ESANN (2010)
Jens Gustedt, Stéphane Vialle, Hervé Frezza-Buet, D'havh Boumba Sitou, Nicolas Fressengeas, Jérémy Fix
InterCell: A Software Suite for Rapid Prototyping and Parallel Execution of Fine Grained Applications. PARA (1) (2010)
Lucian Alecu, Hervé Frezza-Buet
Reconciling neural fields to self-organization. ESANN (2009)
Lucian Alecu, Hervé Frezza-Buet
Application-Driven Parameter Tuning Methodology for Dynamic Neural Field Equations. ICONIP (1) (2009)
Lucian Alecu, Hervé Frezza-Buet
Are Neural Fields Suitable for Vector Quantization? ICMLA (2008)
Hervé Frezza-Buet
Following non-stationary distributions by controlling the vector quantization accuracy of a growing neural gas network. Neurocomputing 71 (7-9) (2008)
Georges Adrian Drumea, Hervé Frezza-Buet
Tracking fast changing non-stationary distributions with a topologically adaptive neural network: application to video tracking. ESANN (2007)
Nicolas Fressengeas, Hervé Frezza-Buet
Cellular Computing and Least Squares for partial differential problems parallel solving. CoRR (2006)
Olivier Ménard, Hervé Frezza-Buet
Model of multi-modal cortical processing: Coherent learning in self-organizing modules. Neural Networks 18 (5-6) (2005)
Hervé Frezza-Buet, Olivier Ménard
Making Competition in Neural Fields Suitable for Computational Architectures. ICANN (1) (2005)
Olivier Ménard, Frédéric Alexandre, Hervé Frezza-Buet
Towards Word Semantics from Multi-modal Acoustico-Motor Integration: Application of the Bijama Model to the Setting of Action-Dependant Phonetic Representations. Biomimetic Neural Learning for Intelligent Robots (2005)
Hervé Frezza-Buet
Action Scheme Scheduling with a Neural Architecture: A Prefrontal Cortex Approach. ICANN (2002)
Hervé Frezza-Buet, Frédéric Alexandre
From a biological to a computational model for the autonomous behavior of an animat. Inf. Sci. 144 (1-4) (2002)
Hervé Frezza-Buet, Nicolas P. Rougier, Frédéric Alexandre
Integration of Biologically Inspired Temporal Mechanisms into a Cortical Framework fo Sequence Processing. Sequence Learning (2001)
Hervé Frezza-Buet, Frédéric Alexandre
Specialization with cortical models: An application to causality learning. ESANN (1999)
Hervé Frezza-Buet, Frédéric Alexandre
Modeling prefrontal functions for robot navigation. IJCNN (1999)