François Leduc-Primeau

IEEE Trans. Signal Process., 2024

A Novel Benchmark for Few-Shot Semantic Segmentation in the Era of Foundation Models.

[BibT_eX]

[DOI]

Reda Bensaid

Lukas Mauch

Ghouthi Boukli Hacene

Fabien Cardinaux

CoRR, 2024

Online Energy-Efficient Beam Bandwidth Partitioning in mmWave Mobile Networks.

[BibT_eX]

[DOI]

Proceedings of the 100th IEEE Vehicular Technology Conference, 2024

Fast Energy Optimization of On-Chip ECC Memories.

[BibT_eX]

[DOI]

Shahriar Rohman

Proceedings of the IEEE Workshop on Signal Processing Systemsm, 2024

MemNAS: Super-net Neural Architecture Search for Memristor-based DNN Accelerators.

[BibT_eX]

[DOI]

Sébastien Henwood

Proceedings of the IEEE Workshop on Signal Processing Systemsm, 2024

$\mathcal{S}^{3}$1DCNN: A Compact Stacked Spectral-Spatial Attention 1DCNN for Seizure Prediction with Wearables.

[BibT_eX]

[DOI]

Yang Zhang

Mohamad Sawan

MohammadHossein AskariHemmat

Proceedings of the 22nd IEEE Interregional NEWCAS Conference, 2024

MSPARQ: A RISC-V Vector Processor Array Optimized for Low-Resolution Neural Networks.

[BibT_eX]

[DOI]

Elisabeth Humblet

Théo Dupuis

Yoan Fournier

Proceedings of the 67th IEEE International Midwest Symposium on Circuits and Systems, 2024

2023

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

[BibT_eX]

[DOI]

Kamran Chitsaz

Gonçalo Mordido

MohammadHossein AskariHemmat

Trans. Mach. Learn. Res., 2023

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

[BibT_eX]

[DOI]

Théo Dupuis

Yoan Fournier

Nizar El Zarif

Proceedings of the 21st IEEE Interregional NEWCAS Conference, 2023

Energy Optimization of Faulty Quantized Min-Sum LDPC Decoders.

[BibT_eX]

[DOI]

Proceedings of the 12th International Symposium on Topics in Coding, 2023

Low-Activity Gallager-B LDPC Decoding.

[BibT_eX]

[DOI]

Simon Brown

MohammadHossein AskariHemmat

Proceedings of the 12th International Symposium on Topics in Coding, 2023

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

[BibT_eX]

[DOI]

Théo Dupuis

Yoan Fournier

Nizar El Zarif

Matheus A. Cavalcante

Matteo Perotti

Frank K. Gürkaynak

Luca Benini

Proceedings of the IEEE International Symposium on Circuits and Systems, 2023

2022

Optimizing the Energy Efficiency of Unreliable Memories for Quantized Kalman Filtering.

[BibT_eX]

[DOI]

Jonathan Kern

Lav R. Varshney

Sensors, 2022

Decentralized Beamforming for Cell-Free Massive MIMO With Unsupervised Learning.

[BibT_eX]

[DOI]

IEEE Commun. Lett., 2022

Sharpness-Aware Training for Accurate Inference on Noisy DNN Accelerators.

[BibT_eX]

[DOI]

Gonçalo Mordido

Sarath Chandar

CoRR, 2022

Flexible Unsupervised Learning for Massive MIMO Subarray Hybrid Beamforming.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2022

Tiny CNN for Seizure Prediction in Wearable Biomedical Devices.

[BibT_eX]

[DOI]

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

Single-Minimum LDPC Decoding Offset Optimization Methods.

[BibT_eX]

[DOI]

Daniel B. Dermont

Proceedings of the 17th Canadian Workshop on Information Theory, 2022

MemSE: Fast MSE Prediction for Noisy Memristor-Based DNN Accelerators.

[BibT_eX]

[DOI]

Proceedings of the 4th IEEE International Conference on Artificial Intelligence Circuits and Systems, 2022

2021

Unsupervised Deep Learning for Massive MIMO Hybrid Beamforming.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2021

Noisy Density Evolution With Asymmetric Deviation Models.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2021

Limited-Fronthaul Cell-Free Hybrid Beamforming with Distributed Deep Neural Network.

[BibT_eX]

[DOI]

CoRR, 2021

Mobile-Optimized Facial Expression Recognition Techniques.

[BibT_eX]

[DOI]

Nizar El Zarif

Leila Montazeri

Mohamad Sawan

IEEE Access, 2021

Power-Efficient Deep Neural Networks with Noisy Memristor Implementation.

[BibT_eX]

[DOI]

Lav R. Varshney

Proceedings of the IEEE Information Theory Workshop, 2021

Towards an Accurate High-Level Energy Model for LDPC Decoders.

[BibT_eX]

[DOI]

Simon Brown

Proceedings of the 11th International Symposium on Topics in Coding, 2021

Improving the Energy-Efficiency of a Kalman Filter Using Unreliable Memories.

[BibT_eX]

[DOI]

Jonathan Kern

Proceedings of the IEEE International Conference on Acoustics, 2021

2020

Overlap-Save FBMC Receivers.

[BibT_eX]

[DOI]

Charbel Abdel Nour

Amer Baghdadi

IEEE Trans. Wirel. Commun., 2020

Energy optimization of quantized min-sum decoders for protograph-based LDPC codes.

[BibT_eX]

[DOI]

Mohamed Yaoumi

Frédéric Guilloud

Ann. des Télécommunications, 2020

A Deeply Pipelined, Highly Parallel and Flexible LDPC Decoder.

[BibT_eX]

[DOI]

Mickaël Fiorentino

Proceedings of the 18th IEEE International New Circuits and Systems Conference, 2020

RSSI-Based Hybrid Beamforming Design with Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Communications, 2020

Layerwise Noise Maximisation to Train Low-Energy Deep Neural Networks.

[BibT_eX]

[DOI]

Sébastien Henwood

Proceedings of the 2nd IEEE International Conference on Artificial Intelligence Circuits and Systems, 2020

2019

Optimization of Protograph LDPC Codes based on High-Level Energy Models.

[BibT_eX]

[DOI]

Mohamed Yaoumi

Frédéric Guilloud

Proceedings of the 16th International Symposium on Wireless Communication Systems, 2019

Training Modern Deep Neural Networks for Memory-Fault Robustness.

[BibT_eX]

[DOI]

Ghouthi Boukli Hacene

Amal Ben Soussia

François Gagnon

Proceedings of the IEEE International Symposium on Circuits and Systems, 2019

2018

A Generalized Stochastic Implementation of the Disparity Energy Model for Depth Perception.

[BibT_eX]

[DOI]

Kaushik Boga

J. Signal Process. Syst., 2018

Modeling and Energy Optimization of LDPC Decoder Circuits With Timing Violations.

[BibT_eX]

[DOI]

Frank R. Kschischang

IEEE Trans. Commun., 2018

A 9.52 dB NCG FEC Scheme and 162 b/Cycle Low-Complexity Product Decoder Architecture.

[BibT_eX]

[DOI]

Carlo Condo

Pascal Giard

Gabi Sarkis

IEEE Trans. Circuits Syst. I Regul. Pap., 2018

Low-Latency LDPC Decoding Achieved by Code and Architecture Co-Design.

[BibT_eX]

[DOI]

François Gagnon

Proceedings of the 10th IEEE International Symposium on Turbo Codes & Iterative Information Processing, 2018

A Block FBMC Receiver Designed for Short Filters.

[BibT_eX]

[DOI]

Charbel Abdel Nour

Amer Baghdadi

Proceedings of the 2018 IEEE International Conference on Communications, 2018

2017

VLSI Implementation of Deep Neural Network Using Integral Stochastic Computing.

[BibT_eX]

[DOI]

Arash Ardakani

Naoya Onizawa

Takahiro Hanyu

IEEE Trans. Very Large Scale Integr. Syst., 2017

A Study of Deep Learning Robustness Against Computation Failures.

[BibT_eX]

[DOI]

Jean-Charles Vialatte

CoRR, 2017

2016

Fault-Tolerant Associative Memories Based on c-Partite Graphs.

[BibT_eX]

[DOI]

Michael G. Rabbat

IEEE Trans. Signal Process., 2016

A Relaxed Min-Sum LDPC Decoder With Simplified Check Nodes.

[BibT_eX]

[DOI]

IEEE Commun. Lett., 2016

A 9.96 dB NCG FEC scheme and 164 bits/cycle low-complexity product decoder architecture.

[BibT_eX]

[DOI]

Carlo Condo

Pascal Giard

Gabi Sarkis

CoRR, 2016

Finite-length quasi-synchronous LDPC decoders.

[BibT_eX]

[DOI]

Proceedings of the 9th International Symposium on Turbo Codes and Iterative Information Processing, 2016

VLSI implementation of deep neural networks using integral stochastic computing.

[BibT_eX]

[DOI]

Arash Ardakani

Naoya Onizawa

Takahiro Hanyu

Proceedings of the 9th International Symposium on Turbo Codes and Iterative Information Processing, 2016

Hardware implementation of FIR/IIR digital filters using integral stochastic computation.

[BibT_eX]

[DOI]

Arash Ardakani

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Stall pattern avoidance in polynomial product codes.

[BibT_eX]

[DOI]

Carlo Condo

Gabi Sarkis

Pascal Giard

Proceedings of the 2016 IEEE Global Conference on Signal and Information Processing, 2016

2015

Stochastic implementation of the disparity energy model for depth perception.

[BibT_eX]

[DOI]

Kaushik Boga

Naoya Onizawa

Kazumichi Matsumiya

Takahiro Hanyu

Proceedings of the 2015 IEEE Workshop on Signal Processing Systems, 2015

Energy optimization of LDPC decoder circuits with timing violations.

[BibT_eX]

[DOI]

Frank R. Kschischang

Proceedings of the 2015 IEEE International Conference on Communications, 2015

2014

Cluster-based associative memories built from unreliable storage.

[BibT_eX]

[DOI]

Michael G. Rabbat

Proceedings of the IEEE International Conference on Acoustics, 2014

2013

Relaxed Half-Stochastic Belief Propagation.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2013

2012

Dithered Belief Propagation Decoding.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2012

High-throughput LDPC decoding using the RHS algorithm.

[BibT_eX]

[DOI]

Proceedings of the 2012 Conference on Design and Architectures for Signal and Image Processing, 2012

Faulty Gallager-B decoding with optimal message repetition.

[BibT_eX]

[DOI]

Proceedings of the 50th Annual Allerton Conference on Communication, 2012

2010

Lowering Error Floors Using Dithered Belief Propagation.

[BibT_eX]

[DOI]

Proceedings of the Global Communications Conference, 2010

2009

A Relaxed Half-Stochastic Iterative Decoder for LDPC Codes.

[BibT_eX]

[DOI]