NSK, an Object-Oriented Simulator Kernel for Arbitrary Feedforward Neural Networks. - Cédric Gégout; Bernard Girau; Fabrice Rossi (ICTAI, 1994)

Mapping Neural Network Back-Propagation onto Parallel Computers with Computation/Communication Overlapping. - Bernard Girau (Euro-Par, 1995)

Generic Back-Propagation in Arbitrary FeedForward Neural Networks. - Cédric Gégout; Bernard Girau; Fabrice Rossi (ICANNGA, 1995)

Load sharing in the training set partition algorithm for parallel neural learning. - Bernard Girau; Hélène Paugam-Moisy (IPPS, 1995)

Field Programmable Processor Arrays. - Pascal Nussbaum; Bernard Girau; Arnaud Tisserand (ICES, 1998)

Simplified neural architectures for symmetric boolean functions. - Bernard Girau (ESANN, 2000)

Building a 2D-Compatible Multilayer Neural Network. - Bernard Girau (IJCNN (2), 2000)

Digital Hardware Implementation of 2D Compatible Neural Networks. - Bernard Girau (IJCNN (3), 2000)

FPNA: Interaction Between FPGA and Neural Computation. - Bernard Girau (Int. J. Neural Syst., 2000)

Conciliating Connectionism and Parallel Digital Hardware. - Bernard Girau (Parallel Distributed Comput. Pract., 2000)

Dynamic Pursuit with a Bio-inspired Neural Model. - Claudio Castellanos Sánchez; Bernard Girau (ACIVS, 2005)

FPGA Implementation of an Excitatory and Inhibitory Connectionist Model for Motion Perception. - César Torres-Huitzil; Bernard Girau (FPT, 2005)

Digital implementation of a bio-inspired neural model for motion estimation. - César Torres-Huitzil; Bernard Girau; Claudio Castellanos Sánchez (IJCNN, 2005)

On-chip visual perception of motion: A bio-inspired connectionist model on FPGA. - César Torres-Huitzil; Bernard Girau; Claudio Castellanos Sánchez (Neural Networks, 2005)

FPGA-Targeted Neural Architecture for Embedded Alertness Detection. - Bernard Girau; Khaled Ben Khalifa (Artificial Intelligence and Applications, 2006)

FPGA implementation of an integrate-and-fire LEGION model for image segmentation. - Bernard Girau; César Torres-Huitzil (ESANN, 2006)

Du parallélisme connexionniste à une pratique de calcul distribué numérique bio-inspiré. - Bernard Girau (2007)

Embedded harmonic control for dynamic trajectory planning on FPGA. - Bernard Girau; Amine M. Boumaza (Artificial Intelligence and Applications, 2007)

Hardware/Software Codesign for Embedded Implementation of Neural Networks. - César Torres-Huitzil; Bernard Girau; Adrien Gauffriau (ARC, 2007)

Massively distributed digital implementation of an integrate-and-fire LEGION network for visual scene segmentation. - Bernard Girau; César Torres-Huitzil (Neurocomputing, 2007)

A neural model with feedback for robust disambiguation of motion. - Mauricio Cerda; Bernard Girau (ESANN, 2008)

Implementation of Central Pattern Generator in an FPGA-Based Embedded System. - César Torres-Huitzil; Bernard Girau (ICANN (2), 2008)

Biologically-Inspired Digital Architecture for a Cortical Model of Orientation Selectivity. - César Torres-Huitzil; Bernard Girau; Miguel O. Arias-Estrada (ICANN (2), 2008)

Fast Implementation of a Bio-inspired Model for Decentralized Gathering. - Bernard Girau; César Torres-Huitzil (ReConFig, 2008)

Embedded Harmonic Control for Trajectory Planning in Large Environments. - César Torres-Huitzil; Bernard Girau; Amine M. Boumaza; Bruno Scherrer (ReConFig, 2008)

Bio-inspired Speed Detection and Discrimination. - Mauricio Cerda; Lucas D. Terissi; Bernard Girau (BIONETICS, 2009)

Hardware implementation of Spiking Neural Network classifiers based on backpropagation-based learning algorithms. - Marco Aurelio Nuño-Maganda; Miguel O. Arias-Estrada; César Torres-Huitzil; Bernard Girau (IJCNN, 2009)

Reaction Diffusion and Chemotaxis for Decentralized Gathering on FPGAs. - Bernard Girau; César Torres-Huitzil; Nikolaos Vlassopoulos; Jose Hugo Barron-Zambrano (Int. J. Reconfigurable Comput., 2009)

Hardware Implementation of a CPG-Based Locomotion Control for Quadruped Robots. - Jose Hugo Barron-Zambrano; César Torres-Huitzil; Bernard Girau (ICANN (2), 2010)

An FPGA design for the stochastic Greenberg-Hastings cellular automata. - Nikolaos Vlassopoulos; Nazim Fatès; Hugues Berry; Bernard Girau (HPCS, 2010)

FPGA-based Circuit for Central Pattern Generator in Quadruped Locomotion. - Jose Hugo Barron-Zambrano; César Torres-Huitzil; Bernard Girau (Aust. J. Intell. Inf. Process. Syst., 2010)

Unlearning in the BCM Learning Rule for Plastic Self-organization in a Multi-modal Architecture. - Mathieu Lefort; Yann Boniface; Bernard Girau (ICANN (1), 2011)

Animation of generic 3D head models driven by speech. - Lucas D. Terissi; Mauricio Cerda; Juan Carlos Gómez; Nancy Hitschfeld-Kahler; Bernard Girau; Renato Valenzuela (ICME, 2011)

Predictive neural fields for improved tracking and attentional properties. - Jean-Charles Quinton; Bernard Girau (IJCNN, 2011)

Visual attention using spiking neural maps. - Roberto Antonio Vázquez; Bernard Girau; Jean-Charles Quinton (IJCNN, 2011)

Tiled Cellular Automata for Area-efficient Distributed Random Number Generators. - Bernard Girau; Nikolaos Vlassopoulos (PECCS, 2011)

Evolution of 2-Dimensional Cellular Automata as Pseudo-random Number Generators. - Bernard Girau; Nikolaos Vlassopoulos (ACRI, 2012)

Large-scale Simulations on FPGAs: Finding the Asymptotic Critical Threshold of the Greenberg-Hastings Cellular Automata. - Nikolaos Vlassopoulos; Nazim Fatès; Hugues Berry; Bernard Girau (J. Cell. Autom., 2012)

SOMMA: Cortically inspired paradigms for multimodal processing. - Mathieu Lefort; Yann Boniface; Bernard Girau (IJCNN, 2013)

Asymmetry in neural fields: a spatiotemporal encoding mechanism. - Mauricio Cerda; Bernard Girau (Biol. Cybern., 2013)

A comprehensive system for facial animation of generic 3D head models driven by speech. - Lucas D. Terissi; Mauricio Cerda; Juan Carlos Gómez; Nancy Hitschfeld-Kahler; Bernard Girau (EURASIP J. Audio Speech Music. Process., 2013)

Spiking dynamic neural fields architectures on FPGA. - Benoit Chappet de Vangel; César Torres-Huitzil; Bernard Girau (ReConFig, 2014)

A Metric for Evolving 2-D Cellular Automata as Pseudo-Random Number Generators. - Nikolaos Vlassopoulos; Bernard Girau (J. Cell. Autom., 2014)

Stochastic and asynchronous spiking dynamic neural fields. - Benoit Chappet de Vangel; César Torres-Huitzil; Bernard Girau (IJCNN, 2015)

Perception-driven adaptive CPG-based locomotion for hexapod robots. - Jose Hugo Barron-Zambrano; César Torres-Huitzil; Bernard Girau (Neurocomputing, 2015)

Randomly Spiking Dynamic Neural Fields. - Benoit Chappet de Vangel; César Torres-Huitzil; Bernard Girau (ACM J. Emerg. Technol. Comput. Syst., 2015)

Randomly Spiking Dynamic Neural Fields Driven by a Shared Random Flow. - Benoît Chappet de Vangel; Bernard Girau (ICANN (1), 2016)

Event based visual attention with dynamic neural field on FPGA. - Benoît Chappet de Vangel; César Torres-Huitzil; Bernard Girau (ICDSC, 2016)

Optimal weight storage improves fault tolerance of SOMs. - Bernard Girau; César Torres-Huitzil (ReConFig, 2017)

Fault tolerance in neural networks: Neural design and hardware implementation. - César Torres-Huitzil; Bernard Girau (ReConFig, 2017)

Fault tolerance of self organizing maps. - César Torres-Huitzil; Oleksandr V. Popovych; Bernard Girau (WSOM, 2017)

Fault and Error Tolerance in Neural Networks: A Review. - César Torres-Huitzil; Bernard Girau (IEEE Access, 2017)

Pruning Self-Organizing Maps for Cellular Hardware Architectures. - Andres Upegui; Bernard Girau; Nicolas P. Rougier; Fabien Vannel; Benoît Miramond (AHS, 2018)

NP-SOM: Network Programmable Self-Organizing Maps. - Yann Bernard; Emeline Buoy; Adrien Fois; Bernard Girau (ICTAI, 2018)

A French-Spanish Multimodal Speech Communication Corpus Incorporating Acoustic Data, Facial, Hands and Arms Gestures Information. - Lucas D. Terissi; Gonzalo D. Sad; Mauricio Cerda; Slim Ouni; Rodrigo Galvez; Juan Carlos Gómez; Bernard Girau; Nancy Hitschfeld-Kahler (INTERSPEECH, 2018)

Neuromorphic hardware as a self-organizing computing system. - Lyes Khacef; Bernard Girau; Nicolas P. Rougier; Andres Upegui; Benoît Miramond (CoRR, 2018)

Novelty Detection with Self-Organizing Maps for Autonomous Extraction of Salient Tracking Features. - Yann Bernard; Nicolas Hueber; Bernard Girau (WSOM+, 2019)

Cellular Self-Organising Maps - CSOM. - Bernard Girau; Andres Upegui (WSOM+, 2019)

Increasing Capacity of Association Memory by Means of Synaptic Clustering. - Viacheslav Osaulenko; Bernard Girau; Oleksandr Makarenko; Patrick Henaff (Neural Process. Lett., 2019)

A Fast Algorithm to Find Best Matching Units in Self-Organizing Maps. - Yann Bernard; Nicolas Hueber; Bernard Girau (ICANN (2), 2020)

SCALPsim. a tool for modeling asynchronous Self-Organizing 3-D NoC architectures. - Diego Barrientos; Claudio Sousa; Andres Upegui; Bernard Girau (ICECS, 2020)

Novelty Detection in Images Using Vector Quantization with Topological Learning. - Yann Bernard; Nicolas Hueber; Bernard Girau (ICECS, 2020)

A Spiking Neural Architecture for Vector Quantization and Clustering. - Adrien Fois; Bernard Girau (ICONIP (2), 2020)

Fault tolerance of self-organizing maps. - Bernard Girau; César Torres-Huitzil (Neural Comput. Appl., 2020)

Self-Organizing Machine Architecture. - Bernard Girau; Benoît Miramond; Nicolas P. Rougier; Andres Upegui (ERCIM News, 2021)

Unsupervised learning of visual representations using delay-weight spike-timing-dependent plasticity. - Adrien Fois; Horacio Rostro-González; Bernard Girau (IJCNN, 2022)

Self-Organizing Temporally Coded Representation Learning. - Adrien Fois; Bernard Girau (ICANN (1), 2023)

Enhanced representation learning with temporal coding in sparsely spiking neural networks. - Adrien Fois; Bernard Girau (Frontiers Comput. Neurosci., 2023)