Laurent Rodriguez

According to our database, Laurent Rodriguez authored at least 18 papers between 2011 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

A Saccade-inspired Approach to Image Classification using Vision Transformer Attention Maps.

Matthis Dallain, Laurent Rodriguez, Laurent Udo Perrinet, Benoît Miramond

CoRR, March, 2026

2025

Predictive Data-Driven Energy Efficiency in a Field-Deployed Wireless Sensor Network.

Imourane Abdoulaye, Anthony Vigneron, Laurent Rodriguez, Cécile Belleudy, Benoît Miramond

IEEE Trans. Instrum. Meas., 2025

BrAMA: A Data-Efficient Brain-Inspired Architecture for Semi-Supervised Multi-Modal Association.

Jonathan Grienay, Marina Reyboz, Martial Mermillod, Laurent Rodriguez, Benoît Miramond

Proceedings of the IEEE International Conference on Data Mining, 2025

Leveraging Brain Inspired Principles for Data Efficient Multimodal Learning.

Jonathan Grienay, Marina Reyboz, Martial Mermillod, Laurent Rodriguez, Benoît Miramond

Proceedings of the IEEE International Conference on Big Data, 2025

2023

Cortex Inspired Learning to Recover Damaged Signal Modality with ReD-SOM Model.

Artem R. Muliukov, Laurent Rodriguez, Benoît Miramond

Proceedings of the International Joint Conference on Neural Networks, 2023

2022

A unified software/hardware scalable architecture for brain-inspired computing based on self-organizing neural models.

Artem R. Muliukov, Laurent Rodriguez, Benoît Miramond, Lyes Khacef, Joachim Schmidt, Quentin Berthet, Andres Upegui

CoRR, 2022

2021

Reentrant Self-Organizing Map: Toward Brain-Inspired Multimodal Association.

Lyes Khacef, Laurent Rodriguez, Benoît Miramond

ERCIM News, 2021

2020

Brain-inspired self-organization with cellular neuromorphic computing for multimodal unsupervised learning.

Lyes Khacef, Laurent Rodriguez, Benoît Miramond

CoRR, 2020

Improving Self-Organizing Maps with Unsupervised Feature Extraction.

Lyes Khacef, Laurent Rodriguez, Benoît Miramond

Proceedings of the Neural Information Processing - 27th International Conference, 2020

Dynamic Structural and Computational Resource Allocation for Self-Organizing Architectures.

Pierre-Emmanuel Novac, Andres Upegui, Diego Barrientos, Claudio Sousa, Laurent Rodriguez, Benoît Miramond

Proceedings of the 27th IEEE International Conference on Electronics, Circuits and Systems, 2020

2019

Specialized visual sensor coupled to a dynamic neural field for embedded attentional process.

Marino Rasamuel, Lyes Khacef, Laurent Rodriguez, Benoît Miramond

Proceedings of the IEEE Sensors Applications Symposium, 2019

2018

A distributed cellular approach of large scale SOM models for hardware implementation.

Laurent Rodriguez, Lyes Khacef, Benoît Miramond

Proceedings of the IEEE International Conference on Image Processing, 2018

2015

Toward a Sparse Self-Organizing Map for Neuromorphic Architectures.

Laurent Rodriguez, Benoît Miramond, Bertrand Granado

ACM J. Emerg. Technol. Comput. Syst., 2015

Hardware design of a neural processing unit for bio-inspired computing.

Laurent Fiack, Laurent Rodriguez, Benoît Miramond

Proceedings of the IEEE 13th International New Circuits and Systems Conference, 2015

2013

A neural model for hardware plasticity in artificial vision systems.

Laurent Rodriguez, Laurent Fiack, Benoît Miramond

Proceedings of the 2013 Conference on Design and Architectures for Signal and Image Processing, 2013

2012

Embodied Computing: Self-adaptation in Bio-inspired Reconfigurable Architectures.

Laurent Rodriguez, Benoît Miramond, Imen Kalbousi, Bertrand Granado

Proceedings of the 26th IEEE International Parallel and Distributed Processing Symposium Workshops & PhD Forum, 2012

2011

Self-organization of reconfigurable processing elements during mobile robots missions.

Laurent Rodriguez, Jérôme Fellus, Benoît Miramond

Proceedings of the 6th International Workshop on Reconfigurable Communication-centric Systems-on-Chip, 2011

A Video Monitoring Application forWireless Sensor Networks using IEEE 802.15.4.

Sébastien Bilavarn, Andrea Castagnetti, Laurent Rodriguez

Proceedings of the ARCS 2011, 2011