Matthieu Arzel

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 38

Top Topics

Incremental Learning

Convolutional Codes

Top Venues

IEEE Trans. Circuits Syst. I Regul. Pap.

Publications

Lucas Grativol, Lubin Gauthier, Mathieu Léonardon, Jérémy Morlier, Antoine Lavrard-Meyer, Guillaume Muller, Virginie Fresse, Matthieu Arzel
PEFSL: A deployment Pipeline for Embedded Few-Shot Learning on a FPGA SoC. ISCAS (2024)
Lucas Grativol Ribeiro, Lubin Gauthier, Mathieu Léonardon, Jérémy Morlier, Antoine Lavrard-Meyer, Guillaume Muller, Virginie Fresse, Matthieu Arzel
PEFSL: A deployment Pipeline for Embedded Few-Shot Learning on a FPGA SoC. CoRR (2024)
Lucas Grativol Ribeiro, Mathieu Léonardon, Guillaume Muller, Virginie Fresse, Matthieu Arzel
FLoCoRA: Federated learning compression with low-rank adaptation. CoRR (2024)
Hugo Le Blevec, Mathieu Léonardon, Hugo Tessier, Matthieu Arzel
Pipelined Architecture for a Semantic Segmentation Neural Network on FPGA. ICECS (2023)
Lucas Grativol, Mathieu Léonardon, Guillaume Muller, Virginie Fresse, Matthieu Arzel
Federated learning compression designed for lightweight communications. ICECS (2023)
Lucas Grativol Ribeiro, Mathieu Léonardon, Guillaume Muller, Virginie Fresse, Matthieu Arzel
Federated learning compression designed for lightweight communications. CoRR (2023)
Hugo Tessier, Vincent Gripon, Mathieu Léonardon, Matthieu Arzel, David Bertrand, Thomas Hannagan
Leveraging Structured Pruning of Convolutional Neural Networks. SiPS (2022)
Hugo Tessier, Vincent Gripon, Mathieu Léonardon, Matthieu Arzel, David Bertrand, Thomas Hannagan
Energy Consumption Analysis of Pruned Semantic Segmentation Networks on an Embedded GPU. SYSINT (2022)
Hugo Tessier, Vincent Gripon, Mathieu Léonardon, Matthieu Arzel, David Bertrand, Thomas Hannagan
Energy Consumption Analysis of pruned Semantic Segmentation Networks on an Embedded GPU. CoRR (2022)
Abdul Rehman, Gaëtan Le Guelvouit, Jean Dion, Frédéric Guilloud, Matthieu Arzel
DWT Collusion Resistant Video Watermarking Using Tardos Family Codes. IPAS (2022)
Hugo Tessier, Vincent Gripon, Mathieu Léonardon, Matthieu Arzel, Thomas Hannagan, David Bertrand
Rethinking Weight Decay for Efficient Neural Network Pruning. J. Imaging 8 (3) (2022)
Hugo Tessier, Vincent Gripon, Mathieu Léonardon, Matthieu Arzel, David Bertrand, Thomas Hannagan
Leveraging Structured Pruning of Convolutional Neural Networks. CoRR (2022)
Aomar Bourenane, Matthieu Arzel, Frédéric Guilloud, Alain Thomas
Shuffled Decoding of Serial Concatenated Convolutional Codes. ISTC (2021)
Hugo Tessier, Vincent Gripon, Mathieu Léonardon, Matthieu Arzel, Thomas Hannagan, David Bertrand
Continuous Pruning of Deep Convolutional Networks Using Selective Weight Decay. CoRR (2020)
Ghouthi Boukli Hacene, Vincent Gripon, Matthieu Arzel, Nicolas Farrugia, Yoshua Bengio
Quantized Guided Pruning for Efficient Hardware Implementations of Deep Neural Networks. NEWCAS (2020)
Ghouthi Boukli Hacene, Vincent Gripon, Nicolas Farrugia, Matthieu Arzel, Michel Jézéquel
Efficient Hardware Implementation of Incremental Learning and Inference on Chip. CoRR (2019)
Ghouthi Boukli Hacene, Vincent Gripon, Nicolas Farrugia, Matthieu Arzel, Michel Jézéquel
Budget Restricted Incremental Learning with Pre-Trained Convolutional Neural Networks and Binary Associative Memories. J. Signal Process. Syst. 91 (9) (2019)
Ghouthi B. Hacene, Vincent Gripon, Nicolas Farrugia, Matthieu Arzel, Michel Jézéquel
Efficient Hardware Implementation of Incremental Learning and Inference on Chip. NEWCAS (2019)
Benoit Larras, Paul Chollet, Cyril Lahuec, Fabrice Seguin, Matthieu Arzel
A Fully Flexible Circuit Implementation of Clique-Based Neural Networks in 65-nm CMOS. IEEE Trans. Circuits Syst. I Regul. Pap. (5) (2019)
Ghouthi Boukli Hacene, Vincent Gripon, Matthieu Arzel, Nicolas Farrugia, Yoshua Bengio
Quantized Guided Pruning for Efficient Hardware Implementations of Convolutional Neural Networks. CoRR (2018)
Benoit Larras, Paul Chollet, Cyril Lahuec, Fabrice Seguin, Matthieu Arzel
A fully flexible circuit implementation of clique-based neural networks in 65-nm CMOS. ISCAS (2018)
Erwan Libessart, Matthieu Arzel, Cyril Lahuec, Francesco P. Andriulli
fixed-point operators for Brain Computer Interface in 65 nm CMOS. ISCAS (2018)
Ghouthi Boukli Hacene, Vincent Gripon, Nicolas Farrugia, Matthieu Arzel, Michel Jézéquel
Transfer Incremental Learning using Data Augmentation. CoRR (2018)
Erwan Libessart, Matthieu Arzel, Cyril Lahuec, Francesco P. Andriulli
A Scaling-Less Newton-Raphson Pipelined Implementation for a Fixed-Point Reciprocal Operator. IEEE Signal Process. Lett. 24 (6) (2017)
Erwan Libessart, Matthieu Arzel, Cyril Lahuec, Francesco P. Andriulli
A scaling-less Newton-Raphson pipelined implementation for a fixed-point inverse square root operator. NEWCAS (2017)
Ghouthi Boukli Hacene, Vincent Gripon, Nicolas Farrugia, Matthieu Arzel, Michel Jézéquel
Budget restricted incremental learning with pre-trained convolutional neural networks and binary associative memories. SiPS (2017)
Ghouthi Boukli Hacene, Vincent Gripon, Nicolas Farrugia, Matthieu Arzel, Michel Jézéquel
Incremental learning on chip. GlobalSIP (2017)
Franck Cornevaux-Juignet, Matthieu Arzel, Pierre-Henri Horrein, Tristan Groleat, Christian Person
Combining FPGAs and processors for high-throughput forensics IEEE CNS 17 poster. CNS (2017)
Franck Cornevaux-Juignet, Matthieu Arzel, Pierre-Henri Horrein, Tristan Groleat, Christian Person
Open-source flexible packet parser for high data rate agile network probe. CNS (2017)
Benoit Larras, Paul Chollet, Cyril Lahuec, Fabrice Seguin, Matthieu Arzel
A 65-nm CMOS 7fJ per synaptic event clique-based neural network in scalable architecture. ISCAS (2017)
Paul Chollet, Remi Pallas, Cyril Lahuec, Matthieu Arzel, Fabrice Seguin
A sub-nJ CMOS ECG classifier for wireless smart sensor. EMBC (2017)
Paul Chollet, Benoit Larras, Cyril Lahuec, Fabrice Seguin, Matthieu Arzel
An ultra-low power iterative clique-based neural network integrated in 65-nm CMOS. NEWCAS (2017)
Paul Chollet, Kevin Colombier, Cyril Lahuec, Matthieu Arzel, Fabrice Seguin
Toward sub-pJ per classification in Body Area Sensor Networks. NEWCAS (2016)
Ali Haroun, Charbel Abdel Nour, Matthieu Arzel, Christophe Jégo
Low-Complexity Soft Detection of QAM Demapper for a MIMO System. IEEE Commun. Lett. 20 (4) (2016)
Andre Lalevee, Pierre-Henri Horrein, Matthieu Arzel, Michael Hübner, Sandrine Vaton
AutoReloc: Automated Design Flow for Bitstream Relocation on Xilinx FPGAs. DSD (2016)
Benoit Larras, Cyril Lahuec, Fabrice Seguin, Matthieu Arzel
Ultra-Low-Energy Mixed-Signal IC Implementing Encoded Neural Networks. IEEE Trans. Circuits Syst. I Regul. Pap. (11) (2016)
Pierre-Henri Horrein, Philip-Dylan Gleonec, Erwan Libessart, Andre Lalevee, Matthieu Arzel
Ouessant: Flexible integration of dedicated coprocessors in Systems on Chip. DATE (2016)
Benoit Larras, Cyril Lahuec, Fabrice Seguin, Matthieu Arzel
Design of analog subthreshold Encoded Neural Network circuit in sub-100nm CMOS. IJCNN (2015)
Daniel Gomez Toro, Matthieu Arzel, Fabrice Seguin, Michel Jézéquel
Soft Error Detection and Correction Technique for Radiation Hardening Based on C-element and BICS. IEEE Trans. Circuits Syst. II Express Briefs (12) (2014)
Ali Haroun, Charbel Abdel Nour, Matthieu Arzel, Christophe Jégo
Low-complexity layered BP-based detection and decoding for a NB-LDPC coded MIMO system. ICC (2014)
Ali Haroun, Charbel Abdel Nour, Matthieu Arzel, Christophe Jégo
Low-complexity LDPC-coded iterative MIMO receiver based on belief propagation algorithm for detection. ISTC (2014)
Tristan Groleat, Sandrine Vaton, Matthieu Arzel
High-speed flow-based classification on FPGA. Int. J. Netw. Manag. 24 (4) (2014)
Ali Haroun, Charbel Abdel Nour, Matthieu Arzel, Christophe Jégo
Symbol-based BP detection for MIMO systems associated with non-binary LDPC codes. WCNC (2014)
Daniel Gomez Toro, Fabrice Seguin, Matthieu Arzel, Michel Jézéquel
Study of a cosmic ray impact on combinatorial logic circuits of an 8bit SAR ADC in 65nm CMOS technology. MWSCAS (2013)
Tristan Groleat, Matthieu Arzel, Sandrine Vaton, Alban Bourge, Yannick Le Balch, Hicham Bougdal, Manuel Aranaz Padron
Flexible, extensible, open-source and affordable FPGA-based traffic generator. HPPN@HPDC (2013)
Tuan Anh Truong, Hao Lin, Bruno Jahan, Matthieu Arzel, Michel Jézéquel
PAPR reduction using contiguous-tone Tone Reservation technique in optical OFDM IMDD transmissions. OFC/NFOEC (2013)
Benoit Larras, Cyril Lahuec, Matthieu Arzel, Fabrice Seguin
Analog implementation of encoded neural networks. ISCAS (2013)
Benoit Larras, Bartosz Boguslawski, Cyril Lahuec, Matthieu Arzel, Fabrice Seguin, Frédéric Heitzmann
Analog encoded neural network for power management in MPSoC. NEWCAS (2013)
Tristan Groleat, Matthieu Arzel, Sandrine Vaton
Hardware acceleration of SVM-based traffic classification on FPGA. IWCMC (2012)
Romain Heloir, Camille Leroux, Saied Hemati, Matthieu Arzel, Warren J. Gross
Stochastic chase decoder for reed-solomon codes. NEWCAS (2012)
Jean Dion, Marie-Hélène Hamon, Pierre Penard, Matthieu Arzel, Michel Jézéquel
Multi-standard trellis-based FEC decoder. DASIP (2012)
Jean Dion, Marie-Hélène Hamon, Pierre Penard, Matthieu Arzel, Michel Jézéquel
Adapted scheduling of QC-LDPC decoding for multistandard receivers. ISTC (2012)
Matthieu Arzel, Cyril Lahuec, Christophe Jégo, Warren J. Gross, Y. Bruned
Stochastic Multiple Stream Decoding of Cortex Codes. IEEE Trans. Signal Process. 59 (7) (2011)
Cyril Lahuec, Shaban Almouahed, Matthieu Arzel, Deepak Gupta, Chafiaâ Hamitouche, Michel Jézéquel, Eric Stindel, Christian Roux
A Self-Powered Telemetry System to Estimate the Postoperative Instability of a Knee Implant. IEEE Trans. Biomed. Eng. 58 (3) (2011)
Quang Trung Dong, Matthieu Arzel, Christophe Jégo, Warren J. Gross
Stochastic Decoding of Turbo Codes. IEEE Trans. Signal Process. 58 (12) (2010)
Nicolas Duchaux, Cyril Lahuec, Matthieu Arzel, Fabrice Seguin
Analog Decoder Performance Degradation Due to BJTs' Parasitic Elements. IEEE Trans. Circuits Syst. I Regul. Pap. (11) (2009)
Matthieu Arzel, Cyril Lahuec, Fabrice Seguin, David Gnaedig, Michel Jézéquel
Semi-Iterative Analog Turbo Decoding. IEEE Trans. Circuits Syst. I Regul. Pap. (6) (2007)
Matthieu Arzel, Fabrice Seguin, Cyril Lahuec, Michel Jézéquel
Semi-iterative analog turbo decoding. ISCAS (2006)
Matthieu Arzel, Cyril Lahuec, Fabrice Seguin, David Gnaedig, Michel Jézéquel
. Analog slice turbo decoding. ISCAS (1) (2005)