Laurent Rodriguez

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 10

Top Topics

Unsupervised Learning

Hardware Implementation

Topology Preserving

Top Venues

Publications

Artem R. Muliukov, Laurent Rodriguez, Benoît Miramond
Cortex Inspired Learning to Recover Damaged Signal Modality with ReD-SOM Model. IJCNN (2023)
Artem R. Muliukov, Laurent Rodriguez, Benoît Miramond
Cortex Inspired Learning to Recover Damaged Signal Modality with ReD-SOM Model. CoRR (2023)
Artem R. Muliukov, Laurent Rodriguez, Benoît Miramond, Lyes Khacef, Joachim Schmidt, Quentin Berthet, Andres Upegui
A unified software/hardware scalable architecture for brain-inspired computing based on self-organizing neural models. CoRR (2022)
Lyes Khacef, Laurent Rodriguez, Benoît Miramond
Reentrant Self-Organizing Map: Toward Brain-Inspired Multimodal Association. ERCIM News 2021 (125) (2021)
Lyes Khacef, Laurent Rodriguez, Benoît Miramond
Improving Self-Organizing Maps with Unsupervised Feature Extraction. CoRR (2020)
Lyes Khacef, Laurent Rodriguez, Benoît Miramond
Brain-inspired self-organization with cellular neuromorphic computing for multimodal unsupervised learning. CoRR (2020)
Lyes Khacef, Laurent Rodriguez, Benoît Miramond
Improving Self-Organizing Maps with Unsupervised Feature Extraction. ICONIP (2) (2020)
Pierre-Emmanuel Novac, Andres Upegui, Diego Barrientos, Claudio Sousa, Laurent Rodriguez, Benoît Miramond
Dynamic Structural and Computational Resource Allocation for Self-Organizing Architectures. ICECS (2020)
Marino Rasamuel, Lyes Khacef, Laurent Rodriguez, Benoît Miramond
Specialized visual sensor coupled to a dynamic neural field for embedded attentional process. SAS (2019)
Laurent Rodriguez, Lyes Khacef, Benoît Miramond
A distributed cellular approach of large scale SOM models for hardware implementation. IPAS (2018)
Laurent Fiack, Laurent Rodriguez, Benoît Miramond
Hardware design of a neural processing unit for bio-inspired computing. NEWCAS (2015)
Laurent Rodriguez, Benoît Miramond, Bertrand Granado
Toward a Sparse Self-Organizing Map for Neuromorphic Architectures. ACM J. Emerg. Technol. Comput. Syst. 11 (4) (2015)
Laurent Rodriguez, Laurent Fiack, Benoît Miramond
A neural model for hardware plasticity in artificial vision systems. DASIP (2013)
Laurent Rodriguez, Benoît Miramond, Imen Kalbousi, Bertrand Granado
Embodied Computing: Self-adaptation in Bio-inspired Reconfigurable Architectures. IPDPS Workshops (2012)
Laurent Rodriguez, Jérôme Fellus, Benoît Miramond
Self-organization of reconfigurable processing elements during mobile robots missions. ReCoSoC (2011)
Sébastien Bilavarn, Andrea Castagnetti, Laurent Rodriguez
A Video Monitoring Application forWireless Sensor Networks using IEEE 802.15.4. ARCS Workshops (2011)