On an Unsupervised Learning Rule for Scalar Quantization following the Maximum Entropy Principle. - Marc M. Van Hulle; Dominique Martinez (Neural Comput., 1993)

On a novel unsupervised competitive learning algorithm for scalar quantization. - Marc M. Van Hulle; Dominique Martinez (IEEE Trans. Neural Networks, 1994)

Generalized boundary adaptation rule for minimizing rth power law distortion in high resolution quantization. - Dominique Martinez; Marc M. Van Hulle (Neural Networks, 1995)

Competitive learning algorithms for channel optimized vector quantizers. - Dominique Martinez; Woodward Yang (ICNN, 1996)

Neural tree density estimation for novelty detection. - Dominique Martinez (IEEE Trans. Neural Networks, 1998)

Support Vector Committee Machines. - Dominique Martinez; Gilles Millerioux (ESANN, 2000)

A compact multi-chip-module implementation of a multi-precision neural network classifier. - Amine Bermak; Dominique Martinez (ISCAS (3), 2001)

Kernel Temporal Component Analysis. - Dominique Martinez; Alistair Bray (ESANN, 2002)

Kernel-Based Extraction of Slow Features: Complex Cells Learn Disparity and Translation Invariance from Natural Images. - Alistair Bray; Dominique Martinez (NIPS, 2002)

An event-driven framework for the simulation of networks of spiking neurons. - Olivier Rochel; Dominique Martinez (ESANN, 2003)

A very high density VLSI implementation of threshold network ensembles (TNE). - Amine Bermak; Dominique Martinez (ICASSP (2), 2003)

A compact 3D VLSI classifier using bagging threshold network ensembles. - Amine Bermak; Dominique Martinez (IEEE Trans. Neural Networks, 2003)

Nonlinear blind source separation using kernels. - Dominique Martinez; Alistair Bray (IEEE Trans. Neural Networks, 2003)

Detailed and abstract phase-locked attractor network models of early olfactory systems. - Dominique Martinez (Biol. Cybern., 2005)

Encoding in a network of sparsely connected spiking neurons: application to locust olfaction. - Etienne Hugues; Dominique Martinez (Neurocomputing, 2005)

Oscillatory Synchronization Requires Precise and Balanced Feedback Inhibition in a Model of the Insect Antennal Lobe. - Dominique Martinez (Neural Comput., 2005)

A CMOS Image Sensor with combined adaptive-quantization and QTD-based on-chip compression processor. - Shoushun Chen; Amine Bermak; Wang Yan; Dominique Martinez (CICC, 2006)

A biomimetic robot for tracking specific odors in turbulent plumes. - Dominique Martinez; Olivier Rochel; Etienne Hugues (Auton. Robots, 2006)

Inhibitory control of spike timing precision. - Maxime Ambard; Dominique Martinez (Neurocomputing, 2006)

A 4×4 Logarithmic Spike Timing Encoding Scheme for Olfactory Sensor Applications. - Bin Guo 011; Amine Bermak; Maxime Ambard; Dominique Martinez (ISCAS, 2007)

A New Video Compression Scheme Combining Conditional Replenishment and Address Event Representation. - Harry L. Hu; Amine Bermak; Dominique Martinez (SiPS, 2007)

Effect of asynchronous GABA release on the oscillatory dynamics of inhibitory coupled neurons. - Thomas Voegtlin; Dominique Martinez (Neurocomputing, 2007)

Event-Driven Simulations of Nonlinear Integrate-and-Fire Neurons. - Arnaud Tonnelier; Hana Belmabrouk; Dominique Martinez (Neural Comput., 2007)

Adaptive-Quantization Digital Image Sensor for Low-Power Image Compression. - Chen Shoushun; Amine Bermak; Wang Yan; Dominique Martinez (IEEE Trans. Circuits Syst. I Regul. Pap., 2007)

A Spiking Neural Network for Gas Discrimination Using a Tin Oxide Sensor Array. - Maxime Ambard; Bin Guo 011; Dominique Martinez; Amine Bermak (DELTA, 2008)

A Model of Stimulus-Specific Neural Assemblies in the Insect Antennal Lobe. - Dominique Martinez; Noelia Montejo (PLoS Comput. Biol., 2008)

A Robust Spike-based Gas Identification Technique for SnO2 Gas Sensors. - Kwan Ting Ng; Hung Tat Chen; Farid Boussaïd; Amine Bermak; Dominique Martinez (ISCAS, 2009)

Voltage-stepping schemes for the simulation of spiking neural networks. - G. Zheng; Arnaud Tonnelier; Dominique Martinez (J. Comput. Neurosci., 2009)

The role of neural synchrony and rate in high-dimensional input systems. The Antennal Lobe: A case study. - Miguel Lechon; Dominique Martinez; Paul F. M. J. Verschure; Sergi Bermúdez i Badia (IJCNN, 2010)

A biologically inspired associative memory for artificial olfaction. - Miquel Tarzan-Lorente; Agustin Gutierrez-Galvez; Dominique Martinez; Santiago Marco (IJCNN, 2010)

An integrated wireless electronic nose system integrating sensing and recognition functions. - Hung Tat Chen; Amine Bermak; Adam Khalifa; Dominique Martinez (ISCAS, 2010)

Effectiveness and robustness of robot infotaxis for searching in dilute conditions. - Eduardo Martin Moraud; Dominique Martinez (Frontiers Neurorobotics, 2010)

On the Performance of Voltage Stepping for the Simulation of Adaptive, Nonlinear Integrate-and-Fire Neuronal Networks. - Mohamed Ghaith Kaabi; Arnaud Tonnelier; Dominique Martinez (Neural Comput., 2011)

Biologically Inspired Computation for Chemical Sensing. - Jordi Fonollosa; Agustin Gutierrez-Galvez; Anders Lansner; Dominique Martinez; Jean-Pierre Rospars; Romeo Beccherelli; Alexandre Perera; Tim C. Pearce; Paul Vershure; Krishna C. Persaud; Santiago Marco (FET, 2011)

Spike Latency Coding in Biologically Inspired Microelectronic Nose. - Hung Tat Chen; Kwan Ting Ng; Amine Bermak; Man Kay Law; Dominique Martinez (IEEE Trans. Biomed. Circuits Syst., 2011)

Bio-inspired gas recognition based on the organization of the olfactory pathway. - Jaber Hassan J. Al Yamani; Farid Boussaïd; Amine Bermak; Dominique Martinez (ISCAS, 2012)

Experimental evaluation of latency coding for gas recognition. - Jaber Hassan J. Al Yamani; Farid Boussaïd; Amine Bermak; Dominique Martinez (IDT, 2013)

Heterogeneity and Convergence of Olfactory First-Order Neurons Account for the High Speed and Sensitivity of Second-Order Neurons. - Jean-Pierre Rospars; Alexandre Grémiaux; David Jarriault; Antoine Chaffiol; Christelle Monsempès; Nina Deisig; Sylvia Anton; Philippe Lucas; Dominique Martinez (PLoS Comput. Biol., 2014)

Reactive Searching and Infotaxis in Odor Source Localization. - Nicole Voges; Antoine Chaffiol; Philippe Lucas; Dominique Martinez (PLoS Comput. Biol., 2014)

Firing and intrinsic properties of antennal lobe neurons in the Noctuid moth Agrotis ipsilon. - Céline Lavialle-Defaix; Vincent Jacob; Christelle Monsempès; Sylvia Anton; Jean-Pierre Rospars; Dominique Martinez; Philippe Lucas (Biosyst., 2015)

Multi-robot searching with sparse binary cues and limited space perception. - Siqi Zhang; Rongxin Cui; Dominique Martinez (Frontiers Robotics AI, 2015)

Fast Measurements with MOX Sensors: A Least-Squares Approach to Blind Deconvolution. - Dominique Martinez; Javier Burgués; Santiago Marco (Sensors, 2019)

Simulation of Large Scale Neural Models With Event-Driven Connectivity Generation. - Nathalie Azevedo Carvalho; Sylvain Contassot-Vivier; Laure Buhry; Dominique Martinez (Frontiers Neuroinformatics, 2020)

Automatic tracking of free-flying insects using a cable-driven robot. - Rémi Pannequin; Mélanie Jouaiti; Mohamed Boutayeb; Philippe Lucas; Dominique Martinez (Sci. Robotics, 2020)

Nullspace-Based Metric for Classification of Dynamical Systems and Sensors. - Dominique Martinez; Mohamed Boutayeb (ICANN (1), 2024)

A hybrid tendon-driven continuum robot that avoids torsion under external load. - Maria Paula Huertas Niño; Mohamed Boutayeb; Dominique Martinez (Frontiers Robotics AI, 2025)