Bernard Girau

Publication Activity (10 Years)

Years Active: 1994-2023
Publications (10 Years): 24

Top Topics

Random Number Generators

Visual Representations

Unsupervised Learning

Top Venues

Publications

Adrien Fois, Bernard Girau
Enhanced representation learning with temporal coding in sparsely spiking neural networks. Frontiers Comput. Neurosci. 17 (2023)
Adrien Fois, Horacio Rostro-González, Bernard Girau
Unsupervised learning of visual representations using delay-weight spike-timing-dependent plasticity. IJCNN (2022)
Bernard Girau, Benoît Miramond, Nicolas P. Rougier, Andres Upegui
Self-Organizing Machine Architecture. ERCIM News 2021 (125) (2021)
Adrien Fois, Bernard Girau
A Spiking Neural Architecture for Vector Quantization and Clustering. ICONIP (2) (2020)
Diego Barrientos, Claudio Sousa, Andres Upegui, Bernard Girau
SCALPsim. a tool for modeling asynchronous Self-Organizing 3-D NoC architectures. ICECS (2020)
Bernard Girau, César Torres-Huitzil
Fault tolerance of self-organizing maps. Neural Comput. Appl. 32 (24) (2020)
Yann Bernard, Nicolas Hueber, Bernard Girau
A Fast Algorithm to Find Best Matching Units in Self-Organizing Maps. ICANN (2) (2020)
Yann Bernard, Nicolas Hueber, Bernard Girau
Novelty Detection in Images Using Vector Quantization with Topological Learning. ICECS (2020)
Viacheslav Osaulenko, Bernard Girau, Oleksandr Makarenko, Patrick Henaff
Increasing Capacity of Association Memory by Means of Synaptic Clustering. Neural Process. Lett. 50 (3) (2019)
Yann Bernard, Nicolas Hueber, Bernard Girau
Novelty Detection with Self-Organizing Maps for Autonomous Extraction of Salient Tracking Features. WSOM+ (2019)
Bernard Girau, Andres Upegui
Cellular Self-Organising Maps - CSOM. WSOM+ (2019)
Lyes Khacef, Bernard Girau, Nicolas P. Rougier, Andres Upegui, Benoît Miramond
Neuromorphic hardware as a self-organizing computing system. CoRR (2018)
Andres Upegui, Bernard Girau, Nicolas P. Rougier, Fabien Vannel, Benoît Miramond
Pruning Self-Organizing Maps for Cellular Hardware Architectures. AHS (2018)
Lucas D. Terissi, Gonzalo D. Sad, Mauricio Cerda, Slim Ouni, Rodrigo Galvez, Juan Carlos Gómez, Bernard Girau, Nancy Hitschfeld-Kahler
A French-Spanish Multimodal Speech Communication Corpus Incorporating Acoustic Data, Facial, Hands and Arms Gestures Information. INTERSPEECH (2018)
Yann Bernard, Emeline Buoy, Adrien Fois, Bernard Girau
NP-SOM: Network Programmable Self-Organizing Maps. ICTAI (2018)
César Torres-Huitzil, Oleksandr V. Popovych, Bernard Girau
Fault tolerance of self organizing maps. WSOM (2017)
César Torres-Huitzil, Bernard Girau
Fault and Error Tolerance in Neural Networks: A Review. IEEE Access 5 (2017)
Bernard Girau, César Torres-Huitzil
Optimal weight storage improves fault tolerance of SOMs. ReConFig (2017)
César Torres-Huitzil, Bernard Girau
Fault tolerance in neural networks: Neural design and hardware implementation. ReConFig (2017)
Benoît Chappet de Vangel, César Torres-Huitzil, Bernard Girau
Event based visual attention with dynamic neural field on FPGA. ICDSC (2016)
Benoît Chappet de Vangel, Bernard Girau
Randomly Spiking Dynamic Neural Fields Driven by a Shared Random Flow. ICANN (1) (2016)
Benoit Chappet de Vangel, César Torres-Huitzil, Bernard Girau
Stochastic and asynchronous spiking dynamic neural fields. IJCNN (2015)
Jose Hugo Barron-Zambrano, César Torres-Huitzil, Bernard Girau
Perception-driven adaptive CPG-based locomotion for hexapod robots. Neurocomputing 170 (2015)
Benoit Chappet de Vangel, César Torres-Huitzil, Bernard Girau
Randomly Spiking Dynamic Neural Fields. ACM J. Emerg. Technol. Comput. Syst. 11 (4) (2015)
Nikolaos Vlassopoulos, Bernard Girau
A Metric for Evolving 2-D Cellular Automata as Pseudo-Random Number Generators. J. Cell. Autom. 9 (2-3) (2014)
Benoit Chappet de Vangel, César Torres-Huitzil, Bernard Girau
Spiking dynamic neural fields architectures on FPGA. ReConFig (2014)
Mathieu Lefort, Yann Boniface, Bernard Girau
SOMMA: Cortically inspired paradigms for multimodal processing. IJCNN (2013)
Mauricio Cerda, Bernard Girau
Asymmetry in neural fields: a spatiotemporal encoding mechanism. Biol. Cybern. 107 (2) (2013)
Lucas D. Terissi, Mauricio Cerda, Juan Carlos Gómez, Nancy Hitschfeld-Kahler, Bernard Girau
A comprehensive system for facial animation of generic 3D head models driven by speech. EURASIP J. Audio Speech Music. Process. 2013 (2013)
Bernard Girau, Nikolaos Vlassopoulos
Evolution of 2-Dimensional Cellular Automata as Pseudo-random Number Generators. ACRI (2012)
Nikolaos Vlassopoulos, Nazim Fatès, Hugues Berry, Bernard Girau
Large-scale Simulations on FPGAs: Finding the Asymptotic Critical Threshold of the Greenberg-Hastings Cellular Automata. J. Cell. Autom. 7 (1) (2012)
Mathieu Lefort, Yann Boniface, Bernard Girau
Unlearning in the BCM Learning Rule for Plastic Self-organization in a Multi-modal Architecture. ICANN (1) (2011)
Bernard Girau, Nikolaos Vlassopoulos
Tiled Cellular Automata for Area-efficient Distributed Random Number Generators. PECCS (2011)
Roberto Antonio Vázquez, Bernard Girau, Jean-Charles Quinton
Visual attention using spiking neural maps. IJCNN (2011)
Lucas D. Terissi, Mauricio Cerda, Juan Carlos Gómez, Nancy Hitschfeld-Kahler, Bernard Girau, Renato Valenzuela
Animation of generic 3D head models driven by speech. ICME (2011)
Jean-Charles Quinton, Bernard Girau
Predictive neural fields for improved tracking and attentional properties. IJCNN (2011)
Jose Hugo Barron-Zambrano, César Torres-Huitzil, Bernard Girau
Hardware Implementation of a CPG-Based Locomotion Control for Quadruped Robots. ICANN (2) (2010)
Nikolaos Vlassopoulos, Nazim Fatès, Hugues Berry, Bernard Girau
An FPGA design for the stochastic Greenberg-Hastings cellular automata. HPCS (2010)
Jose Hugo Barron-Zambrano, César Torres-Huitzil, Bernard Girau
FPGA-based Circuit for Central Pattern Generator in Quadruped Locomotion. Aust. J. Intell. Inf. Process. Syst. 12 (2) (2010)
Mauricio Cerda, Lucas D. Terissi, Bernard Girau
Bio-inspired Speed Detection and Discrimination. BIONETICS (2009)
Marco Aurelio Nuño-Maganda, Miguel O. Arias-Estrada, César Torres-Huitzil, Bernard Girau
Hardware implementation of Spiking Neural Network classifiers based on backpropagation-based learning algorithms. IJCNN (2009)
Mauricio Cerda, Lucas D. Terissi, Bernard Girau
Bio-inspired speed detection and discrimination CoRR (2009)
Bernard Girau, César Torres-Huitzil, Nikolaos Vlassopoulos, Jose Hugo Barron-Zambrano
Reaction Diffusion and Chemotaxis for Decentralized Gathering on FPGAs. Int. J. Reconfigurable Comput. 2009 (2009)
César Torres-Huitzil, Bernard Girau, Amine M. Boumaza, Bruno Scherrer
Embedded Harmonic Control for Trajectory Planning in Large Environments. ReConFig (2008)
César Torres-Huitzil, Bernard Girau
Implementation of Central Pattern Generator in an FPGA-Based Embedded System. ICANN (2) (2008)
Bernard Girau, César Torres-Huitzil
Fast Implementation of a Bio-inspired Model for Decentralized Gathering. ReConFig (2008)
Mauricio Cerda, Bernard Girau
A neural model with feedback for robust disambiguation of motion. ESANN (2008)
César Torres-Huitzil, Bernard Girau, Miguel O. Arias-Estrada
Biologically-Inspired Digital Architecture for a Cortical Model of Orientation Selectivity. ICANN (2) (2008)
Bernard Girau, César Torres-Huitzil
Massively distributed digital implementation of an integrate-and-fire LEGION network for visual scene segmentation. Neurocomputing 70 (7-9) (2007)
Bernard Girau, Amine M. Boumaza
Embedded harmonic control for dynamic trajectory planning on FPGA. Artificial Intelligence and Applications (2007)
César Torres-Huitzil, Bernard Girau, Adrien Gauffriau
Hardware/Software Codesign for Embedded Implementation of Neural Networks. ARC (2007)
Bernard Girau, Khaled Ben Khalifa
FPGA-Targeted Neural Architecture for Embedded Alertness Detection. Artificial Intelligence and Applications (2006)
Bernard Girau, César Torres-Huitzil
FPGA implementation of an integrate-and-fire LEGION model for image segmentation. ESANN (2006)
César Torres-Huitzil, Bernard Girau
FPGA Implementation of an Excitatory and Inhibitory Connectionist Model for Motion Perception. FPT (2005)
Claudio Castellanos Sánchez, Bernard Girau
Dynamic Pursuit with a Bio-inspired Neural Model. ACIVS (2005)
César Torres-Huitzil, Bernard Girau, Claudio Castellanos Sánchez
On-chip visual perception of motion: A bio-inspired connectionist model on FPGA. Neural Networks 18 (5-6) (2005)
Bernard Girau
Conciliating Connectionism and Parallel Digital Hardware. Scalable Comput. Pract. Exp. 3 (2) (2000)
Bernard Girau
Digital Hardware Implementation of 2D Compatible Neural Networks. IJCNN (3) (2000)
Bernard Girau
Building a 2D-Compatible Multilayer Neural Network. IJCNN (2) (2000)
Bernard Girau
FPNA: Interaction Between FPGA and Neural Computation. Int. J. Neural Syst. 10 (3) (2000)
Bernard Girau
Simplified neural architectures for symmetric boolean functions. ESANN (2000)
Pascal Nussbaum, Bernard Girau, Arnaud Tisserand
Field Programmable Processor Arrays. ICES (1998)
Bernard Girau
Mapping Neural Network Back-Propagation onto Parallel Computers with Computation/Communication Overlapping. Euro-Par (1995)
Cédric Gégout, Bernard Girau, Fabrice Rossi
Generic Back-Propagation in Arbitrary FeedForward Neural Networks. ICANNGA (1995)
Bernard Girau, Hélène Paugam-Moisy
Load sharing in the training set partition algorithm for parallel neural learning. IPPS (1995)
Cédric Gégout, Bernard Girau, Fabrice Rossi
NSK, an Object-Oriented Simulator Kernel for Arbitrary Feedforward Neural Networks. ICTAI (1994)