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A neural processing unit for self-organizing maps

Laurent Fiack , Benoit Miramond , Laurent Rodriguez
workshop on "Neuromorphic and Brain-Based Computing Systems", Mar 2015, Grenoble, France
Communication dans un congrès hal-01103418v1

Energy Conservation in Wireless Sensor Networks using Embedded Artificial Neural Networks

Imourane Abdoulaye , Laurent Rodriguez , Cecile Belleudy , Benoit Miramond
17ème Colloque National 2023 SOC 2 , Jun 2023, Lyon, France. , pp.2, 2023
Poster de conférence hal-04135590v1

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

Lyes Khacef , Laurent Rodriguez , Benoit Miramond
Electronics, In press, 9 (1605), pp.1-32. ⟨10.3390/electronics9101605⟩
Article dans une revue hal-02951790v1

Dynamic Structural and Computational Resource Allocation for Self-Organizing Architectures

Pierre-Emmanuel Novac , Andres Upegui , Diego Barrientos , Claudio Sousa , Laurent Rodriguez , et al.
ICECS 2020, Nov 2020, Glasgow, United Kingdom. pp.1-4, ⟨10.1109/ICECS49266.2020.9294983⟩
Communication dans un congrès hal-02944222v1

Validation of neural networks onto FPGA

Laurent Rodriguez , Laurent Fiack , Benoit Miramond , Erik Hochapfel
International Workshop on Neuromorphic and Brain-Based Computing Systems (NeuComp 2013 / DATE), DATE, Mar 2013, Grenoble, France
Communication dans un congrès hal-01199370v1
Image document

Self-organization of reconfigurable processing elements during mobile robots missions

Laurent Rodriguez , Jérôme Fellus , Benoît Miramond
6th International Workshop on Reconfigurable Communication-centric Systems-on-Chip, ReCoSoC 2011, Jun 2011, Montpellier, France. pp.1-2
Communication dans un congrès hal-00640959v1

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

Laurent Rodriguez , Benoit Miramond , Bertrand Granado
Parallel and Distributed Processing Symposium Workshops & PhD Forum (IPDPSW), 2012 IEEE 26th International, May 2012, Shanghai, China. pp.413 - 418, ⟨10.1109/IPDPSW.2012.52⟩
Communication dans un congrès hal-00733335v1

Internet of Things Terminal with Embedded Machine Learning Capabilities for Terrestrial and Space Communication Experiments

van Lic Tran , Fabien Ferrero , Le-Huy Trinh , Thao Manh Nguyen , Laurent Rodriguez , et al.
2023 International Conference on Advanced Technologies for Communications (ATC), Oct 2023, Danang, Vietnam. pp.339-344, ⟨10.1109/ATC58710.2023.10318893⟩
Communication dans un congrès hal-04259732v1

Improving Self-Organizing Maps with Unsupervised Feature Extraction

Lyes Khacef , Laurent Rodriguez , Benoit Miramond
International Conference on Neural Information Processing (ICONIP) 2020, Aug 2020, Bangkok, Thailand. pp.474-486
Communication dans un congrès hal-02934260v1

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

Lyes Khacef , Laurent Rodriguez , Benoit Miramond
2020
Pré-publication, Document de travail hal-02545434v1

Self-organization of reconfigurable processing elements during mobile robots missions

Laurent Rodriguez , Jérôme Fellus , Benoit Miramond
Reconfigurable Communication-centric Systems-on-Chip (ReCoSoC), 2011 6th International Workshop on, Jun 2011, Montpellier, France. ⟨10.1109/ReCoSoC.2011.5981533⟩
Communication dans un congrès hal-01199382v1

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

Lyes Khacef , Laurent Rodriguez , Benoit Miramond
ERCIM News, 2021, 125, pp.22-23
Article dans une revue hal-03210876v1

A Video Monitoring Application for Wireless Sensor Networks using IEEE 802.15.4

Sébastien Bilavarn , Andrea Castagnetti , Laurent Rodriguez
2nd Work shop on Ultra-Low Power Sensor Networks, (WUPS 2011), Feb 2011, Como, Italy
Communication dans un congrès hal-00662024v1

A comparative study of LSTM and ARIMA for energy load prediction with enhanced data preprocessing,

Innocent Mpawenimana , Alain Pegatoquet , V. Roy , Laurent Rodriguez , Cécile Belleudy
15th IEEE Sensors Applications Symposium (SAS), Mar 2020, Kuala Lumpur, Malaysia. pp.1-6, ⟨10.1109/SAS48726.2020.9220021⟩
Communication dans un congrès hal-02456709v1

Toward a sparse self-organizing map for neuromorphic architectures

Laurent Rodriguez , Benoit Miramond , Bertrand Granado
ACM Journal on Emerging Technologies in Computing Systems, 2015, Special issue on Neuromorphic and Brain-Inspired Computing Systems, 11 (4), pp.33. ⟨10.1145/2638559⟩
Article dans une revue hal-01103430v1

Hardware architecture of Self-Organizing Maps

Laurent Rodriguez , Laurent Fiack , Benoit Miramond
Design, Automation & Test in Europe (DATE 2013) - International Workshop on Neuromorphic and Brain-Based Computing Systems (NeuComp 2013), Mar 2013, Grenoble, France
Communication dans un congrès hal-00862876v1
Image document

Self-organization in embodied reconfigurable architectures.

Laurent Rodriguez , Benoit Miramond , Fakhreddine Ghaffari
Colloque GDR SocSip 2012, Jun 2012, Paris, France. pp.1-2
Communication dans un congrès hal-00736625v1

A Neural Model for Hardware Plasticity in Artificial Vision Systems

Laurent Rodriguez , Laurent Fiack , Benoit Miramond
Design and Architectures for Signal and Image Processing (DASIP), 2013 Conference on, ECSI, Oct 2013, Cagliari, Italy. pp.30 - 37
Communication dans un congrès hal-01199296v1

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

Artem Muliukov , Laurent Rodriguez , Benoît Miramond , Lyes Khacef , Joachim Schmidt , et al.
Frontiers in Neuroscience, 2022, pp.20. ⟨10.3389/fnins.2022.825879⟩
Article dans une revue hal-03542181v1

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

Artem Muliukov , Laurent Rodriguez , Benoit Miramond
IJCNN 2023, IEEE, Jun 2023, Gold Coast, Australia, Australia. pp.01-09, ⟨10.1109/IJCNN54540.2023.10191701⟩
Communication dans un congrès hal-04141988v1