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2020 – today
- 2023
[j16]Adrien Fois, Bernard Girau:
Enhanced representation learning with temporal coding in sparsely spiking neural networks. Frontiers Comput. Neurosci. 17 (2023)- [c49]Adrien Fois, Bernard Girau:
Self-Organizing Temporally Coded Representation Learning. ICANN (1) 2023: 420-431 - 2022
- [c48]Adrien Fois, Horacio Rostro-González
, Bernard Girau:
Unsupervised learning of visual representations using delay-weight spike-timing-dependent plasticity. IJCNN 2022: 1-7 - 2021
- [i3]Bernard Girau, Benoît Miramond, Nicolas P. Rougier, Andres Upegui:
Self-Organizing Machine Architecture. ERCIM News 2021(125) (2021) - 2020
- [j15]Bernard Girau, César Torres-Huitzil:
Fault tolerance of self-organizing maps. Neural Comput. Appl. 32(24): 17977-17993 (2020) - [c47]Yann Bernard, Nicolas Hueber, Bernard Girau:
A Fast Algorithm to Find Best Matching Units in Self-Organizing Maps. ICANN (2) 2020: 825-837 - [c46]Diego Barrientos, Claudio Sousa, Andres Upegui, Bernard Girau:
SCALPsim. a tool for modeling asynchronous Self-Organizing 3-D NoC architectures. ICECS 2020: 1-4 - [c45]Yann Bernard, Nicolas Hueber, Bernard Girau:
Novelty Detection in Images Using Vector Quantization with Topological Learning. ICECS 2020: 1-4 - [c44]Adrien Fois, Bernard Girau:
A Spiking Neural Architecture for Vector Quantization and Clustering. ICONIP (2) 2020: 115-126
2010 – 2019
- 2019
- [j14]Viacheslav Osaulenko, Bernard Girau, Oleksandr Makarenko, Patrick Henaff:
Increasing Capacity of Association Memory by Means of Synaptic Clustering. Neural Process. Lett. 50(3): 2717-2730 (2019) - [c43]Bernard Girau, Andres Upegui:
Cellular Self-Organising Maps - CSOM. WSOM+ 2019: 33-43 - [c42]Yann Bernard, Nicolas Hueber, Bernard Girau:
Novelty Detection with Self-Organizing Maps for Autonomous Extraction of Salient Tracking Features. WSOM+ 2019: 100-109 - 2018
- [c41]Andres Upegui, Bernard Girau, Nicolas P. Rougier, Fabien Vannel, Benoît Miramond:
Pruning Self-Organizing Maps for Cellular Hardware Architectures. AHS 2018: 272-279 - [c40]Yann Bernard, Emeline Buoy, Adrien Fois, Bernard Girau:
NP-SOM: Network Programmable Self-Organizing Maps. ICTAI 2018: 908-915 - [c39]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: 2778-2782 - [i2]Lyes Khacef, Bernard Girau, Nicolas P. Rougier, Andres Upegui, Benoît Miramond:
Neuromorphic hardware as a self-organizing computing system. CoRR abs/1810.12640 (2018) - 2017
- [j13]César Torres-Huitzil, Bernard Girau:
Fault and Error Tolerance in Neural Networks: A Review. IEEE Access 5: 17322-17341 (2017) - [c38]Bernard Girau, César Torres-Huitzil:
Optimal weight storage improves fault tolerance of SOMs. ReConFig 2017: 1-6 - [c37]César Torres-Huitzil, Bernard Girau:
Fault tolerance in neural networks: Neural design and hardware implementation. ReConFig 2017: 1-6 - [c36]César Torres-Huitzil, Oleksandr V. Popovych, Bernard Girau:
Fault tolerance of self organizing maps. WSOM 2017: 13-20 - 2016
- [c35]Benoît Chappet de Vangel, Bernard Girau:
Randomly Spiking Dynamic Neural Fields Driven by a Shared Random Flow. ICANN (1) 2016: 357-364 - [c34]Benoît Chappet de Vangel, César Torres-Huitzil, Bernard Girau:
Event based visual attention with dynamic neural field on FPGA. ICDSC 2016: 142-147 - 2015
- [j12]Jose Hugo Barron-Zambrano, César Torres-Huitzil, Bernard Girau:
Perception-driven adaptive CPG-based locomotion for hexapod robots. Neurocomputing 170: 63-78 (2015) - [j11]Benoit Chappet de Vangel, César Torres-Huitzil, Bernard Girau:
Randomly Spiking Dynamic Neural Fields. ACM J. Emerg. Technol. Comput. Syst. 11(4): 37:1-37:26 (2015) - [c33]Benoit Chappet de Vangel, César Torres-Huitzil, Bernard Girau:
Stochastic and asynchronous spiking dynamic neural fields. IJCNN 2015: 1-8 - 2014
- [j10]Nikolaos Vlassopoulos, Bernard Girau:
A Metric for Evolving 2-D Cellular Automata as Pseudo-Random Number Generators. J. Cell. Autom. 9(2-3): 139-152 (2014) - [c32]Benoit Chappet de Vangel, César Torres-Huitzil, Bernard Girau:
Spiking dynamic neural fields architectures on FPGA. ReConFig 2014: 1-6 - 2013
- [j9]Mauricio Cerda, Bernard Girau:
Asymmetry in neural fields: a spatiotemporal encoding mechanism. Biol. Cybern. 107(2): 161-178 (2013) - [j8]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: 5 (2013) - [c31]Mathieu Lefort, Yann Boniface, Bernard Girau:
SOMMA: Cortically inspired paradigms for multimodal processing. IJCNN 2013: 1-8 - 2012
- [j7]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): 5-29 (2012) - [c30]Bernard Girau, Nikolaos Vlassopoulos:
Evolution of 2-Dimensional Cellular Automata as Pseudo-random Number Generators. ACRI 2012: 611-622 - 2011
- [c29]Mathieu Lefort, Yann Boniface, Bernard Girau:
Unlearning in the BCM Learning Rule for Plastic Self-organization in a Multi-modal Architecture. ICANN (1) 2011: 93-100 - [c28]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: 1-6 - [c27]Jean-Charles Quinton, Bernard Girau:
Predictive neural fields for improved tracking and attentional properties. IJCNN 2011: 1629-1636 - [c26]Roberto Antonio Vázquez, Bernard Girau, Jean-Charles Quinton:
Visual attention using spiking neural maps. IJCNN 2011: 2164-2171 - [c25]Bernard Girau, Nikolaos Vlassopoulos:
Tiled Cellular Automata for Area-efficient Distributed Random Number Generators. PECCS 2011: 397-404 - 2010
- [j6]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) - [c24]Jose Hugo Barron-Zambrano, César Torres-Huitzil, Bernard Girau:
Hardware Implementation of a CPG-Based Locomotion Control for Quadruped Robots. ICANN (2) 2010: 276-285 - [c23]Nikolaos Vlassopoulos, Nazim Fatès, Hugues Berry, Bernard Girau:
An FPGA design for the stochastic Greenberg-Hastings cellular automata. HPCS 2010: 565-574
2000 – 2009
- 2009
- [j5]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: 639249:1-639249:15 (2009) - [c22]Mauricio Cerda, Lucas D. Terissi, Bernard Girau:
Bio-inspired Speed Detection and Discrimination. BIONETICS 2009: 167-176 - [c21]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: 2294-2301 - [i1]Mauricio Cerda, Lucas D. Terissi, Bernard Girau:
Bio-inspired speed detection and discrimination. CoRR abs/0911.4385 (2009) - 2008
- [c20]Mauricio Cerda, Bernard Girau:
A neural model with feedback for robust disambiguation of motion. ESANN 2008: 505-510 - [c19]César Torres-Huitzil, Bernard Girau:
Implementation of Central Pattern Generator in an FPGA-Based Embedded System. ICANN (2) 2008: 179-187 - [c18]César Torres-Huitzil, Bernard Girau, Miguel O. Arias-Estrada:
Biologically-Inspired Digital Architecture for a Cortical Model of Orientation Selectivity. ICANN (2) 2008: 188-197 - [c17]César Torres-Huitzil, Bernard Girau, Amine M. Boumaza, Bruno Scherrer:
Embedded Harmonic Control for Trajectory Planning in Large Environments. ReConFig 2008: 7-12 - [c16]Bernard Girau, César Torres-Huitzil:
Fast Implementation of a Bio-inspired Model for Decentralized Gathering. ReConFig 2008: 229-234 - 2007
- [b1]Bernard Girau:
Du parallélisme connexionniste à une pratique de calcul distribué numérique bio-inspiré. Nancy 2 University, France, 2007 - [j4]Bernard Girau, César Torres-Huitzil:
Massively distributed digital implementation of an integrate-and-fire LEGION network for visual scene segmentation. Neurocomputing 70(7-9): 1186-1197 (2007) - [c15]Bernard Girau, Amine M. Boumaza:
Embedded harmonic control for dynamic trajectory planning on FPGA. Artificial Intelligence and Applications 2007: 268-273 - [c14]César Torres-Huitzil, Bernard Girau, Adrien Gauffriau:
Hardware/Software Codesign for Embedded Implementation of Neural Networks. ARC 2007: 167-178 - 2006
- [c13]Bernard Girau, Khaled Ben Khalifa:
FPGA-Targeted Neural Architecture for Embedded Alertness Detection. Artificial Intelligence and Applications 2006: 199-204 - [c12]Bernard Girau, César Torres-Huitzil:
FPGA implementation of an integrate-and-fire LEGION model for image segmentation. ESANN 2006: 173-178 - 2005
- [j3]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): 557-565 (2005) - [c11]Claudio Castellanos Sánchez, Bernard Girau:
Dynamic Pursuit with a Bio-inspired Neural Model. ACIVS 2005: 284-291 - [c10]César Torres-Huitzil, Bernard Girau:
FPGA Implementation of an Excitatory and Inhibitory Connectionist Model for Motion Perception. FPT 2005: 259-266 - [c9]César Torres-Huitzil, Bernard Girau, Claudio Castellanos Sánchez:
Digital implementation of a bio-inspired neural model for motion estimation. IJCNN 2005: 3255-3260 - 2000
- [j2]Bernard Girau:
FPNA: Interaction Between FPGA and Neural Computation. Int. J. Neural Syst. 10(3): 243-259 (2000) - [j1]Bernard Girau:
Conciliating Connectionism and Parallel Digital Hardware. Parallel Distributed Comput. Pract. 3(2) (2000) - [c8]Bernard Girau:
Simplified neural architectures for symmetric boolean functions. ESANN 2000: 383-388 - [c7]Bernard Girau:
Building a 2D-Compatible Multilayer Neural Network. IJCNN (2) 2000: 59-64 - [c6]Bernard Girau:
Digital Hardware Implementation of 2D Compatible Neural Networks. IJCNN (3) 2000: 506-514
1990 – 1999
- 1998
- [c5]Pascal Nussbaum, Bernard Girau, Arnaud Tisserand:
Field Programmable Processor Arrays. ICES 1998: 311-322 - 1995
- [c4]Bernard Girau:
Mapping Neural Network Back-Propagation onto Parallel Computers with Computation/Communication Overlapping. Euro-Par 1995: 513-524 - [c3]Cédric Gégout, Bernard Girau, Fabrice Rossi:
Generic Back-Propagation in Arbitrary FeedForward Neural Networks. ICANNGA 1995: 168-171 - [c2]Bernard Girau, Hélène Paugam-Moisy:
Load sharing in the training set partition algorithm for parallel neural learning. IPPS 1995: 586-591 - 1994
- [c1]Cédric Gégout, Bernard Girau, Fabrice Rossi:
NSK, an Object-Oriented Simulator Kernel for Arbitrary Feedforward Neural Networks. ICTAI 1994: 95-104
Coauthor Index
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