Bernard Girau - RankMe

69 papers A 2B 13Journal 19Unranked 34

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