| 2026 | DATE | Population coding to improve fault tolerance of neuromorphic networks in regression tasks. | Alexis Gleyo, Bernard Girau |
| 2026 | ESANN | General Continual Unsupervised Learning with Augmented Vector Quantization. | Herv Frezza-Buet, Nasr Allah Aghelias, Bernard Girau |
| 2023 | ICANN | Self-Organizing Temporally Coded Representation Learning. | Adrien Fois, Bernard Girau |
| 2022 | IJCNN | Unsupervised learning of visual representations using delay-weight spike-timing-dependent plasticity. | Adrien Fois, Horacio Rostro-Gonzlez, Bernard Girau |
| 2020 | ICANN | A Fast Algorithm to Find Best Matching Units in Self-Organizing Maps. | Yann Bernard, Nicolas Hueber, Bernard Girau |
| 2020 | ICONIP | A Spiking Neural Architecture for Vector Quantization and Clustering. | Adrien Fois, Bernard Girau |
| 2018 | Interspeech | 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 Gmez, Bernard Girau, Nancy Hitschfeld-Kahler |
| 2018 | ICTAI | NP-SOM: Network Programmable Self-Organizing Maps. | Yann Bernard, Emeline Buoy, Adrien Fois, Bernard Girau |
| 2016 | ICANN | Randomly Spiking Dynamic Neural Fields Driven by a Shared Random Flow. | Benot Chappet de Vangel, Bernard Girau |
| 2015 | IJCNN | Stochastic and asynchronous spiking dynamic neural fields. | Benoit Chappet de Vangel, Csar Torres-Huitzil, Bernard Girau |
| 2013 | IJCNN | SOMMA: Cortically inspired paradigms for multimodal processing. | Mathieu Lefort, Yann Boniface, Bernard Girau |
| 2011 | ICANN | Unlearning in the BCM Learning Rule for Plastic Self-organization in a Multi-modal Architecture. | Mathieu Lefort, Yann Boniface, Bernard Girau |
| 2011 | IJCNN | Predictive neural fields for improved tracking and attentional properties. | Jean-Charles Quinton, Bernard Girau |
| 2011 | IJCNN | Visual attention using spiking neural maps. | Roberto Antonio Vzquez, Bernard Girau, Jean-Charles Quinton |
| 2010 | ICANN | Hardware Implementation of a CPG-Based Locomotion Control for Quadruped Robots. | Jose Hugo Barron-Zambrano, Csar Torres-Huitzil, Bernard Girau |
| 2009 | IJCNN | Hardware implementation of Spiking Neural Network classifiers based on backpropagation-based learning algorithms. | Marco Aurelio Nuo-Maganda, Miguel O. Arias-Estrada, Csar Torres-Huitzil, Bernard Girau |
| 2008 | ESANN | A neural model with feedback for robust disambiguation of motion. | Mauricio Cerda, Bernard Girau |
| 2008 | ICANN | Implementation of Central Pattern Generator in an FPGA-Based Embedded System. | Csar Torres-Huitzil, Bernard Girau |
| 2008 | ICANN | Biologically-Inspired Digital Architecture for a Cortical Model of Orientation Selectivity. | Csar Torres-Huitzil, Bernard Girau, Miguel O. Arias-Estrada |
| 2006 | ESANN | FPGA implementation of an integrate-and-fire LEGION model for image segmentation. | Bernard Girau, Csar Torres-Huitzil |
| 2005 | ACIVS | Dynamic Pursuit with a Bio-inspired Neural Model. | Claudio Castellanos Snchez, Bernard Girau |
| 2005 | IJCNN | Digital implementation of a bio-inspired neural model for motion estimation. | Csar Torres-Huitzil, Bernard Girau, Claudio Castellanos Snchez |
| 2000 | ESANN | Simplified neural architectures for symmetric boolean functions. | Bernard Girau |
| 2000 | IJCNN | Building a 2D-Compatible Multilayer Neural Network. | Bernard Girau |
| 2000 | IJCNN | Digital Hardware Implementation of 2D Compatible Neural Networks. | Bernard Girau |
| 1995 | EuroPar | Mapping Neural Network Back-Propagation onto Parallel Computers with Computation/Communication Overlapping. | Bernard Girau |
| 1994 | ICTAI | NSK, an Object-Oriented Simulator Kernel for Arbitrary Feedforward Neural Networks. | Cdric Ggout, Bernard Girau, Fabrice Rossi |