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

MohammadHossein AskariHemmat

Lukas Mauch

Ghouthi Boukli Hacene

Fabien Cardinaux

CoRR, 2024

2023

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

[BibT_eX]

[DOI]

Théo Dupuis

Yoan Fournier

Nizar El Zarif

Jean-Pierre David

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

Jean-Pierre David

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]