Bertrand Granado
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View article: Comparative Analysis of FPGA and GPU Performance for Machine Learning-Based Track Reconstruction at LHCb
Comparative Analysis of FPGA and GPU Performance for Machine Learning-Based Track Reconstruction at LHCb Open
In high-energy physics, the increasing luminosity and detector granularity at the Large Hadron Collider are driving the need for more efficient data processing solutions. Machine Learning has emerged as a promising tool for reconstructing …
View article: Graph Neural Network-based track finding in the LHCb vertex detector
Graph Neural Network-based track finding in the LHCb vertex detector Open
The next decade will see an order of magnitude increase in data collected by high-energy physics experiments, driven by the High-Luminosity LHC (HL-LHC). The reconstruction of charged particle trajectories (tracks) has always been a critic…
View article: Network Attack Classification with a Shallow Neural Network for Internet and Internet of Things (IoT) Traffic
Network Attack Classification with a Shallow Neural Network for Internet and Internet of Things (IoT) Traffic Open
In recent years, there has been a tremendous increase in the use of connected devices as part of the so-called Internet of Things (IoT), both in private spaces and the industry. Integrated distributed systems have shown many benefits compa…
View article: Graph Neural Network-Based Track Finding in the LHCb Vertex Detector
Graph Neural Network-Based Track Finding in the LHCb Vertex Detector Open
The next decade will see an order of magnitude increase in data collected by high-energy physics experiments, driven by the High-Luminosity LHC (HL-LHC). The reconstruction of charged particle trajectories (tracks) has always been a critic…
View article: Graph Neural Network-Based Pipeline for Track Finding in the Velo at LHCb
Graph Neural Network-Based Pipeline for Track Finding in the Velo at LHCb Open
Over the next decade, increases in instantaneous luminosity and detector granularity will amplify the amount of data that has to be analysed by high-energy physics experiments, whether in real time or offline, by an order of magnitude. The…
View article: An efficient FPGA overlay for MPI-2 RMA parallel applications
An efficient FPGA overlay for MPI-2 RMA parallel applications Open
International audience
View article: Low Complexity Shallow Neural Network With Improved False Negative Rate for Cyber Intrusion Detection Systems
Low Complexity Shallow Neural Network With Improved False Negative Rate for Cyber Intrusion Detection Systems Open
International audience
View article: CNN Inference Costs Estimation on Microcontrollers: the EST Primitive-based Model
CNN Inference Costs Estimation on Microcontrollers: the EST Primitive-based Model Open
International audience
View article: Erratum to “A Low Power and Real-Time Architecture for Hough Transform Processing Integration in a Full HD-Wireless Capsule Endoscopy” [Aug 20 646-657]
Erratum to “A Low Power and Real-Time Architecture for Hough Transform Processing Integration in a Full HD-Wireless Capsule Endoscopy” [Aug 20 646-657] Open
Presents corrections to author information in the above named paper.
View article: Semi-Gradient for Color Pixel Reconstruction in a RGBZ CMOS Sensor
Semi-Gradient for Color Pixel Reconstruction in a RGBZ CMOS Sensor Open
International audience
View article: Distilling the knowledge in CNN for WCE screening tool
Distilling the knowledge in CNN for WCE screening tool Open
A way to improve the early detection of colorectal cancer is screening. Polyps are a marker of colorectal cancer and the best modality to detect them is the image. In 2003 Wireless Capsule Endoscopy was introduced and opened a way to integ…
View article: Polyp follow-Up in an Intelligent Wireless Capsule Endoscopy
Polyp follow-Up in an Intelligent Wireless Capsule Endoscopy Open
In this paper, an image processing to detect polyps in an intelligent Wireless Capsule Endoscopy (WCE) is presented. This processing will be integrated into the WCE. It is a new screening method to detect colorectal cancer (CRC). A motion …
View article: A Real Time Hough Transform Architecture Useable inside a WCE
A Real Time Hough Transform Architecture Useable inside a WCE Open
International audience
View article: FPGA-based Real Time Embedded Hough Transform Architecture for circles detection
FPGA-based Real Time Embedded Hough Transform Architecture for circles detection Open
International audience
View article: In flight real-time adaptation
In flight real-time adaptation Open
International audience
View article: RF Harvesting Circuit for Batteryless Connected Sensor
RF Harvesting Circuit for Batteryless Connected Sensor Open
The goal of our work is to optimise the supply chain management of industrial assets with UHF RFID system. This allows simple identification. In this work, we try to go further and enrich the identification information with information abo…
View article: Polyps recognition using fuzzy trees
Polyps recognition using fuzzy trees Open
International audience
View article: Error concealment using data hiding in wireless image transmission
Error concealment using data hiding in wireless image transmission Open
The transmission of image/video over unreliable medium like wireless networks generally results in receiving a damaged image/video. In this paper, a novel image error concealment scheme based on the idea of data hiding and Set Partitioning…