Jean-Pierre David

Orcid: 0000-0002-7707-0483

According to our database1, Jean-Pierre David authored at least 80 papers between 1994 and 2024.

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Bibliography

2024
DR-PIFO: A Dynamic Ranking Packet Scheduler Using a Push-In-First-Out Queue.
IEEE Trans. Netw. Serv. Manag., February, 2024

QGen: On the Ability to Generalize in Quantization Aware Training.
CoRR, 2024

Polara-Keras2c: Supporting Vectorized AI Models on RISC-V Edge Devices.
IEEE Access, 2024

A Flexible Thermal/Solar Energy Harvesting System with Hysteretic Control and Maximum Power Point Tracking Regulation for IoT Devices.
Proceedings of the 22nd IEEE Interregional NEWCAS Conference, 2024

Scalable Low-Complexity Implementation of Constant Matrix Multiplication Circuits.
Proceedings of the 67th IEEE International Midwest Symposium on Circuits and Systems, 2024

MSPARQ: A RISC-V Vector Processor Array Optimized for Low-Resolution Neural Networks.
Proceedings of the 67th IEEE International Midwest Symposium on Circuits and Systems, 2024

Temporal Logic Explanations for Dynamic Decision Systems Using Anchors and Monte Carlo Tree Search (Abstract Reprint).
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Temporal logic explanations for dynamic decision systems using anchors and Monte Carlo Tree Search.
Artif. Intell., May, 2023

Training DNNs Resilient to Adversarial and Random Bit-Flips by Learning Quantization Ranges.
Trans. Mach. Learn. Res., 2023

A Hardware Architecture of a Dynamic Ranking Packet Scheduler for Programmable Network Devices.
IEEE Access, 2023

Low-Energy, Scalable, On-demand State-of-charge Estimation System for Li-ion batteries.
Proceedings of the 21st IEEE Interregional NEWCAS Conference, 2023

Iterative pruning algorithm for efficient look-up table implementation of binary neural networks.
Proceedings of the 21st IEEE Interregional NEWCAS Conference, 2023

Sparq: A Custom RISC-V Vector Processor for Efficient Sub-Byte Quantized Inference.
Proceedings of the 21st IEEE Interregional NEWCAS Conference, 2023

Quark: An Integer RISC-V Vector Processor for Sub-Byte Quantized DNN Inference.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2023

BARVINN: Arbitrary Precision DNN Accelerator Controlled by a RISC-V CPU.
Proceedings of the 28th Asia and South Pacific Design Automation Conference, 2023

2022
QReg: On Regularization Effects of Quantization.
CoRR, 2022

ASIP Accelerator for LUT-based Neural Networks Inference.
Proceedings of the 20th IEEE Interregional NEWCAS Conference, 2022

Low Complexity Shallow Neural Network With Improved False Negative Rate for Cyber Intrusion Detection Systems.
Proceedings of the 20th IEEE Interregional NEWCAS Conference, 2022

An FPGA-based HW/SW Co-Verification Environment for Programmable Network Devices.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2022

2021
Guest Editorial Special Issue on the IEEE International NEWCAS Conference 2020.
IEEE Trans. Circuits Syst. I Regul. Pap., 2021

RISC-V Barrel Processor for Deep Neural Network Acceleration.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2021

2020
POLYBiNN: Binary Inference Engine for Neural Networks using Decision Trees.
J. Signal Process. Syst., 2020

Generic Wireless Power Transfer and Data Communication System Based on a Novel Modulation Technique.
IEEE Trans. Circuits Syst., 2020

PoET-BiN: Power Efficient Tiny Binary Neurons.
Proceedings of the Third Conference on Machine Learning and Systems, 2020

RISC-V Barrel Processor for Accelerator Control.
Proceedings of the 28th IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2020

On the Use of Interval Arithmetic for the Branch and Bound Delta-Lognormal Parameter Extraction of Rapid Human Movements.
Proceedings of the Lognormality Principle and its Applications in e-Security, 2020

2019
U-Net Fixed-Point Quantization for Medical Image Segmentation.
Proceedings of the Large-Scale Annotation of Biomedical Data and Expert Label Synthesis and Hardware Aware Learning for Medical Imaging and Computer Assisted Intervention, 2019

Bit-Slicing FPGA Accelerator for Quantized Neural Networks.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2019

Binary Speech Features for Keyword Spotting Tasks.
Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

POLYCiNN: Multiclass Binary Inference Engine using Convolutional Decision Forests.
Proceedings of the 2019 Conference on Design and Architectures for Signal and Image Processing, 2019

A Low-Latency Reconfigurable Multistage Interconnection Network.
Proceedings of the 2019 IEEE Canadian Conference of Electrical and Computer Engineering, 2019

2018
Automated Synthesis of Streaming Transfer Level Hardware Designs.
ACM Trans. Reconfigurable Technol. Syst., 2018

An Evaluation of a High-Level Synthesis Approach to the FPGA-Based Submicrosecond Real-Time Simulation of Power Converters.
IEEE Trans. Ind. Electron., 2018

Ultra-low latency communication channels for FPGA-based HPC cluster.
Integr., 2018

A Hybrid Architecture With Low Latency Interfaces Enabling Dynamic Cache Management.
IEEE Access, 2018

Accelerating the Inference Phase in Ternary Convolutional Neural Networks Using Configurable Processors.
Proceedings of the 2018 Conference on Design and Architectures for Signal and Image Processing, 2018

POLYBiNN: A Scalable and Efficient Combinatorial Inference Engine for Neural Networks on FPGA.
Proceedings of the 2018 Conference on Design and Architectures for Signal and Image Processing, 2018

2017
Low latency and division free Gauss-Jordan solver in floating point arithmetic.
J. Parallel Distributed Comput., 2017

A data driven CGRA Overlay Architecture with embedded processors.
Proceedings of the 15th IEEE International New Circuits and Systems Conference, 2017

A Cache-Coherent Heterogeneous Architecture for Low Latency Real Time Applications.
Proceedings of the 20th IEEE International Symposium on Real-Time Distributed Computing, 2017

2015
Low precision arithmetic for deep learning.
Proceedings of the 3rd International Conference on Learning Representations, 2015

Low latency solver for linear equation systems in floating point arithmetic.
Proceedings of the International Conference on ReConFigurable Computing and FPGAs, 2015

BinaryConnect: Training Deep Neural Networks with binary weights during propagations.
Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

Intermediate-Level Synthesis of a Gauss-Jordan Elimination Linear Solver.
Proceedings of the 2015 IEEE International Parallel and Distributed Processing Symposium Workshop, 2015

Mapping applications on two-level configurable hardware.
Proceedings of the 2015 NASA/ESA Conference on Adaptive Hardware and Systems, 2015

2014
Fast description and synthesis of control-dominant circuits.
Comput. Electr. Eng., 2014

2013
Self-Alignment Schemes for the Implementation of Addition-Related Floating-Point Operators.
ACM Trans. Reconfigurable Technol. Syst., 2013

A fully automated reconfigurable calculation engine dedicated to the real-time simulation of high switching frequency power electronic circuits.
Math. Comput. Simul., 2013

Max-hashing fragments for large data sets detection.
Proceedings of the 2012 International Conference on Reconfigurable Computing and FPGAs, 2013

Hardware description and synthesis of control-intensive reconfigurable dataflow architectures (abstract only).
Proceedings of the 2013 ACM/SIGDA International Symposium on Field Programmable Gate Arrays, 2013

High-Level Description and Synthesis of Floating-Point Accumulators on FPGA.
Proceedings of the 21st IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2013

2012
A State-Space Modeling Approach for the FPGA-Based Real-Time Simulation of High Switching Frequency Power Converters.
IEEE Trans. Ind. Electron., 2012

Synchronized-transfer-level design methodology applied to hardware matrix multiplication.
Proceedings of the 2012 International Conference on Reconfigurable Computing and FPGAs, 2012

Effective floating-point calculation engines intended for the FPGA-based HIL simulation.
Proceedings of the 21st IEEE International Symposium on Industrial Electronics, 2012

Two-level configuration for FPGA: A new design methodology based on a computing fabric.
Proceedings of the 2012 IEEE International Symposium on Circuits and Systems, 2012

Raising the abstraction level of HDL for control-dominant applications.
Proceedings of the 22nd International Conference on Field Programmable Logic and Applications (FPL), 2012

2011
Logarithmic-Time FPGA Bitstream Analysis: A Step Towards JIT Hardware Compilation.
ACM Trans. Reconfigurable Technol. Syst., 2011

A High-Resolution Time-to-Digital Converter on FPGA Using Dynamic Reconfiguration.
IEEE Trans. Instrum. Meas., 2011

2010
Towards 5ps resolution TDC on a dynamically reconfigurable FPGA (abstract only).
Proceedings of the ACM/SIGDA 18th International Symposium on Field Programmable Gate Arrays, 2010

Performing Floating-Point Accumulation on a Modern FPGA in Single and Double Precision.
Proceedings of the 18th IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2010

2009
A Scalable Architecture for Multivariate Polynomial Evaluation on FPGA.
Proceedings of the ReConFig'09: 2009 International Conference on Reconfigurable Computing and FPGAs, 2009

2008
Analytical model for multi-junction solar cells prediction in space environment.
Microelectron. Reliab., 2008

Application Specific Instruction set processor specialized for block motion estimation.
Proceedings of the 26th International Conference on Computer Design, 2008

Setting up On-Line Learning Experiments: The LearningLab Platform.
Proceedings of the 8th IEEE International Conference on Advanced Learning Technologies, 2008

Hardware JIT Compilation for Off-the-Shelf Dynamically Reconfigurable FPGAs.
Proceedings of the Compiler Construction, 17th International Conference, 2008

2007
Hardware Complexity of Modular Multiplication and Exponentiation.
IEEE Trans. Computers, 2007

2006
Expressing Learning Scenarios with Computer Independent Models.
Proceedings of the 6th IEEE International Conference on Advanced Learning Technologies, 2006

Comparing Educational Modeling Languages on a Case Study.
Proceedings of the 6th IEEE International Conference on Advanced Learning Technologies, 2006

LDL: An Alternative EML.
Proceedings of the 6th IEEE International Conference on Advanced Learning Technologies, 2006

Modeling Collaborative Learning Activities on e-Learning Platforms.
Proceedings of the 6th IEEE International Conference on Advanced Learning Technologies, 2006

Expressing Workshop Scenario with Computer Independent Model.
Proceedings of the 6th IEEE International Conference on Advanced Learning Technologies, 2006

2005
High Level Synthesis for Data-Driven Applications.
Proceedings of the 16th IEEE International Workshop on Rapid System Prototyping (RSP 2005), 2005

2004
A Step towards Intelligent Translation from High-Level Design to RTL.
Proceedings of the 4th IEEE International Workshop on System-on-Chip for Real-Time Applications (IWSOC'04), 2004

An Intermediate Level HDL for System Level Design.
Proceedings of the Forum on specification and Design Languages, 2004

2002
A Cryptanalytic Time-Memory Tradeoff: First FPGA Implementation.
Proceedings of the Field-Programmable Logic and Applications, 2002

An FPGA Implementation of the Linear Cryptanalysis.
Proceedings of the Field-Programmable Logic and Applications, 2002

2001
Implementation of very large dataflow graphs on a reconfigurable architecture for robotic applications.
Proceedings of the 15th International Parallel & Distributed Processing Symposium (IPDPS-01), 2001

1998
A Data-Flow Oriented Co-Design for Reconfigurable Systems.
Proceedings of the Ninth IEEE International Workshop on Rapid System Prototyping (RSP 1998), 1998

1996
Hypermedia Exercises Prototyping and Modelising.
Proceedings of the Computer Aided Learning and Instruction in Science and Engineering, 1996

1994
Software environments for computer aided education.
ACM SIGCSE Bull., 1994


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