Bertrand Granado

84 papers A 1B 3C 8Misc 3Journal 25Unranked 42

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Comparative Analysis of FPGA and GPU Performance for Machine Learning-Based Track Reconstruction at LHCb. NewCAS Fotis I. Giasemis, Vladimir Loncar, Bertrand Granado, Vladimir Vava Gligorov
2025	J	`jnl`	Comparative Analysis of FPGA and GPU Performance for Machine Learning-Based Track Reconstruction at LHCb. CoRR Fotis I. Giasemis, Vladimir Loncar, Bertrand Granado, Vladimir Vava Gligorov
2025	J	`jnl`	ZIP-CNN: Design Space Exploration for CNN Implementation within a MCU. ACM Trans. Embed. Comput. Syst. Thomas Garbay, Khalil Hachicha, Petr Dobiás, Andréa Pinna, Karim Hocine, Wilfried Dron, Pedro Lusich, Imane Khalis, Bertrand Granado
2024	J	`jnl`	Algorithms for scheduling CNNs on multicore MCUs at the neuron and layer levels. Microprocess. Microsystems Petr Dobiás, Thomas Garbay, Bertrand Granado, Khalil Hachicha, Andrea Pinna
2023	—	`conf`	An Empirical Study of Convolutional Neural Network Compressions within Low-Power Devices. ICECS Thomas Garbay, Karim Hocine, Khalil Hachicha, Andrea Pinna, Bertrand Granado
2022	—	`conf`	Accurate Estimation of the CNN Inference Cost for TinyML Devices. SOCC Thomas Garbay, Khalil Hachicha, Petr Dobiás, Wilfried Dron, Pedro Lusich, Imane Khalis, Andrea Pinna, Bertrand Granado
2022	—	`conf`	An efficient FPGA overlay for MPI-2 RMA parallel applications. NEWCAS Mathieu Leonel Mba, Roland Christian Gamom Ngounou Ewo, Julien Denoulet, Paulin Melatagia Yonta, Bertrand Granado
2022	J	`jnl`	Color Pixel Reconstruction for a Monolithic RGB-Z CMOS Imager. J. Signal Process. Syst. Valentin Rebière, Antoine Drouot, Bertrand Granado, Arnaud Bourge, Andréa Pinna
2022	—	`conf`	Comparative Study of Scheduling a Convolutional Neural Network on Multicore MCU. DASIP Petr Dobiás, Thomas Garbay, Bertrand Granado, Khalil Hachicha, Andréa Pinna
2022	B	`conf`	Harmonic Decomposition to Estimate Periodic Signals using Machine Learning Algorithms: Application to Helicopter Loads. IJCNN Caroline Del Cistia Gallimard, Frederic Beroul, Julien Denoulet, Konstanca Nikolajevic, Andréa Pinna, Bertrand Granado, Christophe Marsala
2022	—	`conf`	Low Complexity Shallow Neural Network With Improved False Negative Rate for Cyber Intrusion Detection Systems. NEWCAS Jörg Ehmer, Bertrand Granado, Julien Denoulet, Yvon Savaria, Jean-Pierre David
2021	—	`conf`	CNN Inference Costs Estimation on Microcontrollers: the EST Primitive-based Model. ICECS Thomas Garbay, Petr Dobiás, Wilfried Dron, Pedro Lusich, Imane Khalis, Andréa Pinna, Khalil Hachicha, Bertrand Granado
2021	—	`ch.`	Hand Crafted Method: ROI Selection and Texture Description. Computer-Aided Analysis of Gastrointestinal Videos Orlando Chuquimia, Bertrand Granado, Xavier Dray, Andréa Pinna
2020	J	`jnl`	A Low Power and Real-Time Architecture for Hough Transform Processing Integration in a Full HD-Wireless Capsule Endoscopy. IEEE Trans. Biomed. Circuits Syst. Orlando Chuquimia, Andréa Pinna, Xavier Dray, Bertrand Granado
2020	J	`jnl`	Erratum to "A Low Power and Real-Time Architecture for Hough Transform Processing Integration in a Full HD-Wireless Capsule Endoscopy". IEEE Trans. Biomed. Circuits Syst. Orlando Chuquimia, Andrea Pinna, Xavier Dray, Bertrand Granado
2020	J	`jnl`	Joint Sparse Learning With Nonlocal and Local Image Priors for Image Error Concealment. IEEE Trans. Circuits Syst. Video Technol. Ali Akbari, Maria Trocan, Saeid Sanei, Bertrand Granado
2020	—	`conf`	Semi-Gradient for Color Pixel Reconstruction in a RGBZ CMOS Sensor. IEEE SENSORS Valentin Rebière, Antoine Drouot, Bertrand Granado, Arnaud Bourge, Andréa Pinna
2019	—	`conf`	A Real Time Hough Transform Architecture Useable inside a WCE. BioCAS Orlando Chuquimia, Andréa Pinna, Xavier Dray, Bertrand Granado
2019	—	`conf`	Distilling the knowledge in CNN for WCE screening tool. DASIP Thomas Garbay, Orlando Chuquimia, Andréa Pinna, Hichem Sahbi, Xavier Dray, Bertrand Granado
2019	—	`conf`	Polyp follow-Up in an Intelligent Wireless Capsule Endoscopy. BioCAS Orlando Chuquimia, Andréa Pinna, Xavier Dray, Bertrand Granado
2018	—	`conf`	FPGA-Based Real Time Embedded Hough Transform Architecture for Circles Detection. DASIP Orlando Chuquimia, Andréa Pinna, Christophe Marsala, Xavier Dray, Bertrand Granado
2018	J	`jnl`	FPGA-based simultaneous multichannel audio processor for musical genre indexing applications in broadcast band. J. Parallel Distributed Comput. Guy Wassi, Sylvain Iloga, Olivier Romain, Bertrand Granado, Maurice Tchuenté
2017	J	`jnl`	Embedded real-time monitoring using SystemC in IMA network. CoRR Zied Aloui, Nawfal Ahamada, Julien Denoulet, Francine Pierre, Martin Rayrole, Marc Gatti, Bertrand Granado
2017	—	`conf`	Image error concealment based on joint sparse representation and non-local similarity. GlobalSIP Ali Akbari, Maria Trocan, Bertrand Granado
2017	—	`conf`	Polyps recognition using fuzzy trees. BHI Orlando Chuquimia, Andréa Pinna, Xavier Dray, Bertrand Granado
2017	J	`jnl`	Sparse Recovery-Based Error Concealment. IEEE Trans. Multim. Ali Akbari, Maria Trocan, Bertrand Granado
2016	—	`conf`	Adaptive saliency-based compressive sensing image reconstruction. ICME Workshops Ali Akbari, Diana Mandache, Maria Trocan, Bertrand Granado
2016	C	`conf`	Image compression using adaptive sparse representations over trained dictionaries. MMSP Ali Akbari, Maria Trocan, Bertrand Granado
2016	C	`conf`	Image error concealment using sparse representations over a trained dictionary. PCS Ali Akbari, Maria Trocan, Bertrand Granado
2015	—	`conf`	A Dynamically Reconfigurable RF NoC for Many-Core. ACM Great Lakes Symposium on VLSI Alexandre Briere, Julien Denoulet, Andréa Pinna, Bertrand Granado, François Pêcheux, Eren Unlu, Yves Louët, Christophe Moy
2015	J	`jnl`	ARC 2014: Towards a Fast FPGA Implementation of a Heap-Based Priority Queue for Image Coding Using a Parallel Index-Aware Tree. ACM Trans. Reconfigurable Technol. Syst. Yuhui Bai, Syed Zahid Ahmed, Bertrand Granado
2015	—	`conf`	FPGA-based real-time MFCC extraction for automatic audio indexing on FM broadcast data. DASIP Guy Wassi, Sylvain Iloga, Olivier Romain, Bertrand Granado
2015	—	`conf`	Relevance of impedance spectroscopy for the monitoring of implant-induced fibrosis: A preliminary study. BioCAS Noëlle Lewis, Cyril Lahuec, Sylvie Renaud, Eric McAdams, Paco Bogónez-Franco, Claire Lethias, Sabrina Kellouche, Franck Carreiras, Andréa Pinna, Aymeric Histace, Michel Boissière, Emmanuel Pauthe, Isabelle Lagroye, Fabien Soulier, Serge Bernard, Stéphane Binczak, Bertrand Granado, Patrick Garda, Mehdi Terosiet, Alexandre Goguin, Olivier Romain
2015	—	`ch.`	Smart Videocapsule for Early Diagnosis of Colorectal Cancer: Toward Embedded Image Analysis. Computational Intelligence in Digital and Network Designs and Applications Quentin Angermann, Aymeric Histace, Olivier Romain, Xavier Dray, Andréa Pinna, Bertrand Granado
2015	J	`jnl`	Toward a Sparse Self-Organizing Map for Neuromorphic Architectures. ACM J. Emerg. Technol. Comput. Syst. Laurent Rodriguez, Benoît Miramond, Bertrand Granado
2015	J	`jnl`	Un réseau sur puce RF reconfigurable dynamiquement pour les many-cœurs. Tech. Sci. Informatiques Alexandre Briere, Julien Denoulet, Andréa Pinna, Bertrand Granado, François Pêcheux
2014	Misc	`conf`	A Hardware MPI Spawn for Distributed Multiprocessing Reconfigurable System on Chip (MP-RSoC). FCCM Roland Christian Gamom Ngounou Ewo, Andréa Pinna, Bertrand Granado, Martin Mbouenda, Hilaire Bertrand Fotsin
2014	A	`conf`	A power-efficient adaptive heapsort for fpga-based image coding application (abstract only). FPGA Yuhui Bai, Syed Zahid Ahmed, Bertrand Granado
2014	—	`conf`	Accelerating Heap-Based Priority Queue in Image Coding Application Using Parallel Index-Aware Tree Access. ARC Yuhui Bai, Syed Zahid Ahmed, Bertrand Granado
2014	—	`conf`	An OFDMA based RF interconnect for massive multi-core processors. NOCS Eren Unlu, Mohamad Hamieh, Christophe Moy, Myriam Ariaudo, Yves Louët, Frederic Drillet, Alexandre Briere, Lounis Zerioul, Julien Denoulet, Andréa Pinna, Bertrand Granado, François Pêcheux, Cedric Duperrier, Sébastien Quintanel, Olivier Romain, Emmanuelle Bourdel
2014	J	`jnl`	Computer-Assisted Segmentation of Videocapsule Images Using Alpha-Divergence-Based Active Contour in the Framework of Intestinal Pathologies Detection. Int. J. Biomed. Imaging Leila Meziou, Aymeric Histace, Frédéric Precioso, Olivier Romain, Xavier Dray, Bertrand Granado, Bogdan J. Matuszewski
2014	—	`conf`	Context-aware resources placement for SRAM-based FPGA to minimize checkpoint/recovery overhead. ReConFig Fouad Sahraoui, Fakhreddine Ghaffari, Mohamed El Amine Benkhelifa, Bertrand Granado
2014	—	`conf`	Fast SRAM-FPGA fault injection platform based on dynamic partial reconfiguration. ICM Fakhreddine Ghaffari, Fouad Sahraoui, Mohamed El Amine Benkhelifa, Bertrand Granado, Marc Alexandre Kacou, Olivier Romain
2014	Misc	`conf`	Fast and Power Efficient Heapsort IP for Image Compression Application. FCCM Yuhui Bai, Syed Zahid Ahmed, Bertrand Granado
2014	C	`conf`	Flexible Radio Interface for NoC RF-Interconnect. DSD Frederic Drillet, Mohamad Hamieh, Lounis Zerioul, Alexandre Briere, Eren Unlu, Myriam Ariaudo, Yves Louët, Emmanuelle Bourdel, Julien Denoulet, Andréa Pinna, Bertrand Granado, Patrick Garda, François Pêcheux, Cedric Duperrier, Sébastien Quintanel, Philippe Meunier, Christophe Moy, Olivier Romain
2014	—	`conf`	Reliability assessment of backward error recovery for SRAM-based FPGAs. IDT Fouad Sahraoui, Fakhreddine Ghaffari, Mohamed El Amine Benkhelifa, Bertrand Granado
2014	J	`jnl`	Toward embedded detection of polyps in WCE images for early diagnosis of colorectal cancer. Int. J. Comput. Assist. Radiol. Surg. Juan Silva, Aymeric Histace, Olivier Romain, Xavier Dray, Bertrand Granado
2013	J	`jnl`	A genetic algorithm for multi-objective optimisation in workflow scheduling with hard constraints. Int. J. Metaheuristics Sonia Yassa, Jérémie Sublime, Rachid Chelouah, Hubert Kadima, GeunSik Jo, Bertrand Granado
2013	—	`conf`	An efficient BER-based reliability method for SRAM-based FPGA. IDT Fouad Sahraoui, Fakhreddine Ghaffari, Mohamed El Amine Benkhelifa, Bertrand Granado
2013	—	`conf`	Design and analysis of an FPGA based encoder SoC for locally stationary image source. DASIP Yuhui Bai, Syed Zahid Ahmed, Bertrand Granado
2013	B	`conf`	FPGA implementation of Hierarchical Enumerative Coding for locally stationary image source. FPL Yuhui Bai, Syed Zahid Ahmed, Bertrand Granado
2013	C	`conf`	FPGA vs DSP: A throughput and power efficiency comparison for Hierarchical Enumerative Coding. VLSI-SoC Yuhui Bai, Syed Zahid Ahmed, Imen Mhedhbi, Khalil Hachicha, Cedric Champion, Patrick Garda, Bertrand Granado
2013	—	`conf`	Hardware MPI-2 Functions for Multi-Processing Reconfigurable System on Chip. IPDPS Workshops Roland Christian Gamom Ngounou Ewo, Emmanuel Kiegaing, Martin Mbouenda, Hilaire Bertrand Fotsin, Bertrand Granado
2013	—	`conf`	Session 1: Vision and image processing architectures. DASIP Bertrand Granado
2013	C	`conf`	Towards a multimodal wireless video capsule for detection of colonic polyps as prevention of colorectal cancer. BIBE Olivier Romain, Aymeric Histace, Juan Silva, Jade Ayoub, Bertrand Granado, Andréa Pinna, Xavier Dray, Philippe Marteau
2013	—	`conf`	Towards real-time in situ polyp detection in WCE images using a boosting-based approach. EMBC J. Silva, Aymeric Histace, Olivier Romain, Xavier Dray, Bertrand Granado, Andréa Pinna
2012	—	`conf`	Embodied Computing: Self-adaptation in Bio-inspired Reconfigurable Architectures. IPDPS Workshops Laurent Rodriguez, Benoît Miramond, Imen Kalbousi, Bertrand Granado
2012	—	`conf`	Endocom and Cyclope - Two Smart Biomedical Sensors for Cardio-Vascular Surgery and Gastro-Enterology. MobiHealth Patrick Garda, Olivier Romain, Aymeric Histace, Bertrand Granado, Andréa Pinna, Xavier Dray
2012	—	`conf`	Prototype of a radio-on-demand broadcast receiver with real time musical genre classification. DASIP Brunel Happi Tietche, Olivier Romain, Bruce Denby, Laurent Benaroya, Francois de Dieuleveult, Bertrand Granado, Guy Wassi, Houssemeddine Khemiri, Gérard Chollet, Dijana Petrovska, Raphaël Blouet, Khalil Hachicha, Sylvain Viateur
2012	—	`conf`	Towards a Mobile Implementation of Waaves for Certified Medical Image Compression in E-Health Applications. MobiHealth Imen Mhedhbi, Khalil Hachicha, Patrick Garda, Yuhui Bai, Bertrand Granado, Sébastien Topin, Sylvain Hochberg
2011	—	`conf`	A new approach to 3D form recognition within video capsule endoscopic. DASIP Jade Ayoub, Bertrand Granado, Olivier Romain, Yasser Mohanna
2011	—	`conf`	A prototype circuit for a smart 3D endoscopic videocapsule based on SVM and stereovision. ICECS Jade Ayoub, Bertrand Granado, Olivier Romain, Yasser Mohanna
2011	J	`jnl`	Dynamic Application Model for Scheduling with Uncertainty on Reconfigurable Architectures. Int. J. Reconfigurable Comput. Ismail Ktata, Fakhreddine Ghaffari, Bertrand Granado, Mohamed Abid
2011	—	`conf`	Task model and online operating system API for hardware tasks in OLLAF platform. DASIP Samuel Garcia, Bertrand Granado
2010	—	`conf`	3-D object recognition based on SVM and stereo-vision: Application in endoscopic imaging. SoCPaR Jade Ayoub, Bertrand Granado, Olivier Romain, Yasser Mohanna
2010	—	`conf`	Novel Approach for Modeling Very Dynamic and Flexible Real Time Applications. ReCoSoC Ismail Ktata, Fakhreddine Ghaffari, Bertrand Granado, Mohamed Abid
2010	—	`conf`	Prediction performance method for dynamic task scheduling, case study: the OLLAF Architecture. IDT Ismail Ktata, Fakhreddine Ghaffari, Bertrand Granado, Mohamed Abid
2010	J	`jnl`	Prototype of Video Endoscopic Capsule With 3-D Imaging Capabilities. IEEE Trans. Biomed. Circuits Syst. Anthony Kolar, Olivier Romain, Jade Ayoub, Sylvain Viateur, Bertrand Granado
2010	C	`conf`	VHDL-AMS model of RF-Interconnect System for Global On-Chip Communication. FDL Marie Rouvière, Emmanuelle Bourdel, Sébastien Quintanel, Bertrand Granado
2009	J	`jnl`	A System for an Accurate 3D Reconstruction in Video Endoscopy Capsule. EURASIP J. Embed. Syst. Anthony Kolar, Olivier Romain, Jade Ayoub, David Faura, Sylvain Viateur, Bertrand Granado, Tarik Graba
2009	J	`jnl`	Design and Architectures for Signal and Image Processing. EURASIP J. Embed. Syst. Markus Rupp, Ahmet T. Erdogan, Bertrand Granado
2009	J	`jnl`	OLLAF: A Fine Grained Dynamically Reconfigurable Architecture for OS Support. EURASIP J. Embed. Syst. Samuel Garcia, Bertrand Granado
2009	J	`jnl`	OveRSoC: A Framework for the Exploration of RTOS for RSoC Platforms. Int. J. Reconfigurable Comput. Benoît Miramond, Emmanuel Huck, François Verdier, Mohamed El Amine Benkhelifa, Bertrand Granado, Thomas LeFebvre, Mehdi Aïchouch, Jean-Christophe Prévotet, Yaset Oliva, Daniel Chillet, Sébastien Pillement
2008	—	`conf`	A Framework for the Exploration of RTOS Dedicated to the Management of Hardware Reconfigurable Resources. ReConFig Jean-Christophe Prévotet, Mohamed El Amine Benkhelifa, Bertrand Granado, Emmanuel Huck, Benoît Miramond, François Verdier, Daniel Chillet, Sébastien Pillement
2006	—	`conf`	An Integrated Digital Architecture for the Real-time Reconstruction in a VSiP Sensor. ICECS Anthony Kolar, Tarik Graba, Andréa Pinna, Olivier Romain, Bertrand Granado, Thomas Ea
2004	C	`conf`	A VHDL-AMS Configuration for Active Pixel Sensors. FDL Foudil Dadouche, Annick Alexandre, Bertrand Granado, Andréa Pinna, Patrick Garda
2003	—	`conf`	Architecture of an intelligent beacon for wireless sensor networks. NNSP Patrick Garda, Olivier Romain, Bertrand Granado, Andréa Pinna, David Faura, Khalil Hachicha
2003	J	`jnl`	Fast triggering in high-energy physics experiments using hardware neural networks. IEEE Trans. Neural Networks Bruce Denby, Patrick Garda, Bertrand Granado, Christian Kiesling, Jean-Christophe Prévotet, Andreas Wassatsch
2002	B	`conf`	Hardware solutions for implementation of neural networks in High Energy Physics triggers. ESANN Jean-Christophe Prévotet, Bruce Denby, Patrick Garda, Bertrand Granado, Christian Kiesling
2001	J	`jnl`	Combining signal processing and machine learning techniques for real time measurement of raindrops. IEEE Trans. Instrum. Meas. Bruce Denby, Jean-Christophe Prévotet, Patrick Garda, Bertrand Granado, Laurent Barthes, Peter Golé, Jacques Lavergnat, Jean-Yves Delahaye
2001	J	`jnl`	Maharadja: A System for the Real Time Simulation of RBF with the Mahalanobis Distance. Neural Process. Lett. Bertrand Granado, Andréa Pinna, Luc Gaborit, Patrick Garda
1999	—	`conf`	Can General Purpose Micro-processors Simulate Neural Networks in Real-Time? IWANN (2) Bertrand Granado, Lionel Lacassagne, Patrick Garda
1997	Misc	`conf`	Evaluation of the CNAPS Neuro-Computer for the Simulation of MLPs with Receptive Fields. IWANN Bertrand Granado, Patrick Garda
1996	C	`conf`	Evaluation of the Two Different Interconnection Networks of the CNAPS Neurocomputer. ICANN Bertrand Granado, Patrick Garda