LECS
Laboratory for Emerging Computing Systems
Concordia University · Montréal
SL

Sébastien Le Beux

Associate Professor — Principal Investigator
Dept. of Electrical and Computer Engineering, Concordia University

Biography

Sébastien Le Beux is Associate Professor in the Department of Electrical and Computer Engineering at Concordia University. From 2010 to 2019 he was associate professor at École Centrale de Lyon, where he led nanoprocessors research activities at the Lyon Institute of Nanotechnology (CNRS). He obtained his PhD in computer science from the University of Sciences and Technology of Lille in 2007, followed by a postdoctoral fellowship at École Polytechnique de Montréal (2008–2010) and a visiting scholar appointment at HKUST in 2013. His research concerns design methods for emerging (nano)technologies and embedded systems, with particular emphasis on silicon photonic interconnects and reconfigurable architectures. He has authored or co-authored over 100 scientific publications and serves on the steering, organizing and technical program committees of international conferences including DATE, CODES+ISSS, NOCS and NanoArch.

Current projects

  • ARGON: photonic NoC compilation flow
  • ReCAP: reconfigurable accelerator platform
  • Quantum control-stack co-design

Publications · 44 total

2024 6 publications
Journal
Reconfigurable Photonic GEMM Based on Phase-Change-Materials and Stochastic Computing
Raphael Cardoso, Clément Zrounba, M.F. Abdalla, Mauricio Gomes de Queiroz, Paul Jiménez, Ian O'Connor, S. Le Beux
Silicon photonic interconnectsReconfigurable architecturesNeuromorphic architectures
Journal of Lightwave Technology 2024
Journal
A General Purpose Hyperdimensional Computing Accelerator for Edge Computing
M. Asghari, S. L. Beux
Reconfigurable architecturesEdge AI acceleratorsFPGA prototyping
IEEE International New Circuits and Systems Conference 2024
Journal
Design of a Reconfigurable Activation Function for All-Optical Neural Networks
Oceane Destras, S. L. Beux, F. Magalhães, G. Nicolescu
Silicon photonic interconnectsReconfigurable architecturesNeuromorphic architectures
IEEE International New Circuits and Systems Conference 2024
Preprint
XGSwap: eXtreme Gradient boosting Swap for Routing in NISQ Devices
Jean-Baptiste Waring, Christophe Pere, Sébastien Le Beux
Quantum computing
arXiv 2024
Preprint
Noise Aware Utility Optimization of NISQ Devices
Jean-Baptiste Waring, Christophe Pere, Sebastien Le Beux
Quantum computing
arXiv 2024
Journal
Signed Convolution in Photonics with Phase-Change Materials using Mixed-Polarity Bitstreams
Raphael Cardoso, Clément Zrounba, M.F. Abdalla, Paul Jiménez, Mauricio Gomes de Queiroz, B. Charbonnier, Fabio Pavanello, Ian O'Connor, S. L. Beux
Silicon photonic interconnectsNeuromorphic architecturesApproximate computing
Asia and South Pacific Design Automation Conference 2024
2023 6 publications
Journal
Survey on Activation Functions for Optical Neural Networks
Oceane Destras, S. Le Beux, Felipe Gohring de Magalhães, G. Nicolescu
Silicon photonic interconnectsNeuromorphic architectures
ACM Computing Surveys 2023
Journal
A Shared Synapse Architecture for All-Optical Spiking Neural Networks
Milad Eslaminia, S. L. Beux
Silicon photonic interconnectsNeuromorphic architectures
IEEE International New Circuits and Systems Conference 2023
Journal
A Method to Reduce the Design Complexity of Nanophotonic Interconnects
Shayan Zohrei, Bayan Alsalem, S. L. Beux
Silicon photonic interconnects
IEEE International New Circuits and Systems Conference 2023
Journal
Photonic Convolution Engine Based on Phase-Change Materials and Stochastic Computing
Raphael Cardoso, Clément Zrounba, M.F. Abdalla, Paul Jiménez, Mauricio Gomes de Queiroz, B. Charbonnier, Fabio Pavanello, Ian O'Connor, S. L. Beux
Silicon photonic interconnectsNeuromorphic architecturesApproximate computing
IEEE Computer Society Annual Symposium on VLSI 2023
Journal
Towards a Robust Multiply-Accumulate Cell in Photonics using Phase-Change Materials
Raphael Cardoso, Clément Zrounba, M.F. Abdalla, Paul Jiménez, Mauricio Gomes de Queiroz, B. Charbonnier, Fabio Pavanello, I. O’Connor, S. L. Beux
Silicon photonic interconnectsApproximate computing
Design, Automation and Test in Europe 2023
Conference
Introducing SPECS: scalable photonic event-driven circuit simulator
Clément Zrounba, Raphael Cardoso, Mauricio Gomes de Queiroz, Paul Jiménez, M.F. Abdalla, A. Bosio, S. L. Beux, Fabio Pavanello, Ian O'Connor
Silicon photonic interconnectsNeuromorphic architectures
European Conference on Optical Communication 2023
2021 7 publications
Journal
RELAX: a REconfigurabLe Approximate Network-on-Chip
Richard Fenster, S. L. Beux
Reconfigurable architecturesNetwork-on-ChipEdge AI accelerators
International Symposium on Embedded Multicore/Many-core Systems-on-Chip 2021
Journal
Distance-aware Approximate Nanophotonic Interconnect
Jaechul Lee, C. Killian, S. L. Beux, D. Chillet
Silicon photonic interconnectsEdge AI acceleratorsApproximate computing
ACM Trans. Design Autom. Electr. Syst. 2021
Journal
A Reconfigurable Nanophotonic Architecture based on Phase Change Material
Parya Zolfaghari, S. L. Beux
Silicon photonic interconnectsReconfigurable architecturesManycore SoCs
IEEE/IFIP International Conference on Very Large Scale Integration of System-on-Chip 2021
Journal
Design Space Exploration of Stochastic Computing Architectures Implemented Using Integrated Optics
Hassnaa El-Derhalli, S. Le Beux, S. Tahar
Approximate computing
IEEE Transactions on Emerging Topics in Computing 2021
Conference
Analysis of Energy-Delay-Product of a 3D Vertical Nanowire FET Technology
I. O’Connor, A. Poittevin, S. Le Beux, A. Bosio, Z. Stanojevic, O. Baumgartner, C. Mukherjee, C. Maneux, J. Trommer, T. Mikolajick, G. Larrieu
Neuromorphic architectures
Joint International EUROSOI Workshop and International Conference on Ultimate Integration on Silicon 2021
Conference
Exploration of the optical behavior of phase-change materials integrated in silicon photonics platforms
Clément Zrounba, S. Cueff, S. Le Beux, I. O’Connor, F. Pavanello
Silicon photonic interconnectsQuantum computingNeuromorphic architectures
2021 Conference on Lasers and Electro-Optics Europe & European Quantum Electronics Conference (CLEO/Europe-EQEC) 2021
Preprint
Optical Stochastic Computing Architectures Using Photonic Crystal Nanocavities
Hassnaa El-Derhalli, Lea Constans, Sebastien Le Beux, Alfredo De Rossi, Fabrice Raineri, Sofiene Tahar
Silicon photonic interconnectsApproximate computing
arXiv 2021