Jean Pierre David

Jean Pierre David

École Polytechnique de Montréal

H-index: 21

North America-Canada

About Jean Pierre David

Jean Pierre David, With an exceptional h-index of 21 and a recent h-index of 13 (since 2020), a distinguished researcher at École Polytechnique de Montréal, specializes in the field of Digital systems, Reconfigurable systems, FPGA, Neural Networks.

His recent articles reflect a diverse array of research interests and contributions to the field:

A Hardware Architecture of a Dynamic Ranking Packet Scheduler for Programmable Network Devices

Training DNNs Resilient to Adversarial and Random Bit-Flips by Learning Quantization Ranges

Quark: An Integer RISC-V Vector Processor for Sub-Byte Quantized DNN Inference

FPGA-Based FDNE Models for the Accurate Real-Time Simulation of Power Systems in Aircrafts

DR-PIFO: A Dynamic Ranking Packet Scheduler Using a Push-In-First-Out Queue

Temporal logic explanations for dynamic decision systems using anchors and Monte Carlo Tree Search

Iterative pruning algorithm for efficient look-up table implementation of binary neural networks

BARVINN: Arbitrary precision DNN accelerator controlled by a RISC-V CPU

Jean Pierre David Information

University

Position

Professeur en génie électrique

Citations(all)

5463

Citations(since 2020)

3708

Cited By

3503

hIndex(all)

21

hIndex(since 2020)

13

i10Index(all)

33

i10Index(since 2020)

16

Email

University Profile Page

École Polytechnique de Montréal

Google Scholar

View Google Scholar Profile

Jean Pierre David Skills & Research Interests

Digital systems

Reconfigurable systems

FPGA

Neural Networks

Top articles of Jean Pierre David

Title

Journal

Author(s)

Publication Date

A Hardware Architecture of a Dynamic Ranking Packet Scheduler for Programmable Network Devices

IEEE Access

Mostafa Elbediwy

Bill Pontikakis

Jean-Pierre David

Yvon Savaria

2023/6/15

Training DNNs Resilient to Adversarial and Random Bit-Flips by Learning Quantization Ranges

Transactions on Machine Learning Research

Kamran Chitsaz

Goncalo Mordido

Jean-Pierre David

François Leduc-Primeau

2023/9/1

Quark: An Integer RISC-V Vector Processor for Sub-Byte Quantized DNN Inference

MohammadHossein AskariHemmat

Théo Dupuis

Yoan Fournier

Nizar El Zarif

Matheus Cavalcante

...

2023/5/21

FPGA-Based FDNE Models for the Accurate Real-Time Simulation of Power Systems in Aircrafts

Fahimeh Hajizadeh

Loïc Alavoine

Tarek Ould-Bachir

Frédéric Sirois

Jean Pierre David

2023/8/29

DR-PIFO: A Dynamic Ranking Packet Scheduler Using a Push-In-First-Out Queue

IEEE Transactions on Network and Service Management

Mostafa Elbediwy

Bill Pontikakis

Alireza Ghaffari

Jean-Pierre David

Yvon Savaria

2023/8/14

Temporal logic explanations for dynamic decision systems using anchors and Monte Carlo Tree Search

Artificial Intelligence

Tzu-Yi Chiu

Jerome Le Ny

Jean-Pierre David

2023/5/1

Iterative pruning algorithm for efficient look-up table implementation of binary neural networks

Amirali Ebrahimi

Vineeth Narayan Pullu

JM Pierre Langlois

Jean-Pierre David

2023/6/26

BARVINN: Arbitrary precision DNN accelerator controlled by a RISC-V CPU

Mohammadhossein Askarihemmat

Sean Wagner

Olexa Bilaniuk

Yassine Hariri

Yvon Savaria

...

2023/1/16

Low-Energy, Scalable, On-demand State-of-charge Estimation System for Li-ion batteries

Jules Dufour

Yvon Savaria

Jean Pierre David

2023

Sparq: A Custom RISC-V Vector Processor for Efficient Sub-Byte Quantized Inference

Théo Dupuis

Yoan Fournier

MohammadHossein AskariHemmat

Nizar El Zarif

François Leduc-Primeau

...

2023/6/26

QReg: On regularization effects of quantization

arXiv preprint arXiv:2206.12372

MohammadHossein AskariHemmat

Reyhane Askari Hemmat

Alex Hoffman

Ivan Lazarevich

Ehsan Saboori

...

2022/6/24

Low Complexity Shallow Neural Network With Improved False Negative Rate for Cyber Intrusion Detection Systems

Jörg Ehmer

Bertrand Granado

Julien Denoulet

Yvon Savaria

Jean-Pierre David

2022/6/19

ASIP Accelerator for LUT-based Neural Networks Inference

Moussa Traore

JM Pierre Langlois

Jean Pierre David

2022/6/19

An FPGA-based HW/SW Co-Verification Environment for Programmable Network Devices

Mengyue Su

Jean-Pierre David

Yvon Savaria

Bill Pontikakis

Thomas Luinaud

2022/5/27

RISC-V Barrel Processor for Deep Neural Network Acceleration

MohammadHossein AskariHemmat

Olexa Bilaniuk

Sean Wagner

Yvon Savaria

Jean-Pierre David

2021/5/22

A CMOS Photodetector for Direct Color Imaging

IEEE Transactions on Electron Devices

Yves Audet

Abdelhalim Bendali

Jean-Pierre David

2021/1/29

On the Use of Interval Arithmetic for the Branch and Bound Delta-Lognormal Parameter Extraction of Rapid Human Movements

Simon Pierre Boyogueno Bidias

Jean-Pierre David

Yvon Savaria

Réjean Plamondon

2021

Guest Editorial Special Issue on the IEEE International NEWCAS Conference 2020

IEEE Transactions on Circuits and Systems I: Regular Papers

Jean-Pierre David

Manuel J Barragan

2021/7/12

RISC-V Barrel Processor for Accelerator Control

MohammadHossein AskariHemmat

Olexa Bilaniuk

Sean Wagner

Yvon Savaria

Jean-Pierre David

2020

PoET-BiN: Power Efficient Tiny Binary Neurons

Proceedings of Machine Learning and Systems

Sivakumar Chidambaram

Pierre Langlois

Jean-Pierre David

2020/3/15

See List of Professors in Jean Pierre David University(École Polytechnique de Montréal)

Co-Authors

H-index: 227
Yoshua Bengio

Yoshua Bengio

Université de Montréal

H-index: 77
Francois-Xavier Standaert

Francois-Xavier Standaert

Université Catholique de Louvain

H-index: 61
Julien Cohen-Adad, PhD

Julien Cohen-Adad, PhD

École Polytechnique de Montréal

H-index: 36
Yvon Savaria

Yvon Savaria

École Polytechnique de Montréal

H-index: 32
Jean-Didier Legat

Jean-Didier Legat

Université Catholique de Louvain

H-index: 30
Gabriela Nicolescu

Gabriela Nicolescu

École Polytechnique de Montréal

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