Warren Gross

Mila > À propos de Mila > Équipe > Warren Gross
Membre Académique Associé
Warren Gross
Professeur, Professeur, McGill University
Warren Gross

Warren Gross is a Professor, the Louis-Ho Faculty Scholar in Technological Innovation, and the Chair of the Department of Electrical and Computer Engineering at McGill University. His research interests are in the design and implementation of signal processing systems and custom computer architectures. He has worked extensively in hardware implementations for belief propagation decoders of error-correcting codes and polar codes. In recent years he has been focusing on efficient hardware for machine learning, including stochastic computing, deep learning accelerators, logic-in-memory architectures, and hardware-aware design-space exploration for neural networks.

Publications

2021-04

A Design Framework for Invertible Logic
Naoya Onizawa, Kaito Nishino, Sean C. Smithson, Brett H. Meyer, Warren J. Gross, Hitoshi Yamagata, Hiroyuki Fujita and Takahiro Hanyu
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
(2021-04-01)
ieeexplore.ieee.org

2021-01

Training Binarized Neural Networks using Ternary Multipliers
Amir Ardakani, Arash Ardakani and Warren J. Gross
IEEE Design & Test of Computers
(2021-01-01)
xplorestaging.ieee.org
Hardware-Aware Design for Edge Intelligence
Warren J. Gross, Brett H. Meyer and Arash Ardakani
IEEE Open Journal of Circuits and Systems
(2021-01-01)
ieeexplore.ieee.org
On Systematic Polarization-Adjusted Convolutional (PAC) Codes
Thibaud Tonnellier and Warren J. Gross

2020-12

Decoding Polar Codes with Reinforcement Learning
Nghia Doan, Seyyed Ali Hashemi and Warren J. Gross

2020-10

Neural Successive Cancellation Flip Decoding of Polar Codes
Nghia Doan, Seyyed Ali Hashemi, Furkan Ercan, Thibaud Tonnellier and Warren J. Gross
Journal of Signal Processing Systems
(2020-10-22)
link.springer.com
Training Hardware for Binarized Convolutional Neural Network Based on CMOS Invertible Logic
Duckgyu Shin, Naoya Onizawa, Warren J. Gross and Takahiro Hanyu
IEEE Access
(2020-10-08)
ieeexplore.ieee.org
A Regression-Based Method to Synthesize Complex Arithmetic Computations on Stochastic Streams.
Arash Ardakani, Amir Ardakani and Warren J. Gross
ISCAS 2020
(2020-10-01)
doi.org
Towards Efficient On-Chip Learning using Equilibrium Propagation.
Zhengyun Ji and Warren J. Gross
ISCAS 2020
(2020-10-01)
dblp.uni-trier.de
High-Throughput VLSI Architecture for GRAND
Syed Mohsin Abbas, Thibaud Tonnellier, Furkan Ercan and Warren J. Gross

2020-09

Practical Dynamic SC-Flip Polar Decoders: Algorithm and Implementation
Furkan Ercan, Thibaud Tonnellier, Nghia Doan and Warren J. Gross
IEEE Transactions on Signal Processing
(2020-09-17)
ui.adsabs.harvard.eduPDF

2020-08

Introduction to Dynamic Stochastic Computing
Siting Liu, Warren J. Gross and Jie Han
IEEE Circuits and Systems Magazine
(2020-08-12)
ieeexplore.ieee.org

2020-06

Operation Merging for Hardware Implementations of Fast Polar Decoders
Furkan Ercan, Thibaud Tonnellier, Carlo Condo and Warren J. Gross
arXiv preprint arXiv:2006.02012
(2020-06-03)
ui.adsabs.harvard.eduPDF
Fast Thresholded SC-Flip Decoding of Polar Codes.
Furkan Ercan and Warren J. Gross

2020-05

In-Hardware Training Chip Based on CMOS Invertible Logic for Machine Learning
Naoya Onizawa, Sean C. Smithson, Brett H. Meyer, Warren J. Gross and Takahiro Hanyu
IEEE Transactions on Circuits and Systems I-regular Papers
(2020-05-01)
dblp.uni-trier.de
Simplified Dynamic SC-Flip Polar Decoding
Furkan Ercan, Thibaud Tonnellier, Nghia Doan and Warren J. Gross
ICASSP 2020
(2020-05-01)
doi.org

2020-04

Efficient Sphere Polar Decoding via Synchronous Determination
Huayi Zhou, Warren J. Gross, Zaichen Zhang, Xiaohu You and Chuan Zhang
IEEE Transactions on Vehicular Technology
(2020-04-13)
doi.org
METHOD AND APPARATUS FOR WIRELESSLY COMMUNICATING OVER A NOISY CHANNEL WITH A VARIABLE CODEWORD LENGTH POLAR CODE TO IMPROVE TRANSMISSION CAPACITY
Gross Warren Jeffrey, Cavatassi Adam Christian, Tonnellier Thibaud and Ge Yiqun
(venue unknown)
(2020-04-02)
lens.org
High-Throughput Low-Latency Encoder and Decoder for a Class of Generalized Reed–Solomon Codes for Short-Reach Optical Communications
Bo Zheng, Carlo Condo, Warren J. Gross and Odile Liboiron-Ladouceur
IEEE Transactions on Circuits and Systems Ii-express Briefs
(2020-04-01)
doi.org

2020-03

Probabilistic sequential multi-objective optimization of convolutional neural networks
Zixuan Yin, Warren Gross and Brett H. Meyer
DATE 2020
(2020-03-09)
dblp.uni-trier.de

2020-02

Deep Learning Techniques for Decoding Polar Codes
Warren J. Gross, Nghia Doan, Elie Ngomseu Mambou and Seyyed Ali Hashemi
Machine Learning for Future Wireless Communications
(2020-02-03)
onlinelibrary.wiley.com
An Efficient Software Stack Sphere Decoder for Polar Codes
Huayi Zhou, Wenqing Song, Warren J. Gross, Zaichen Zhang, Xiaohu You and Chuan Zhang
IEEE Transactions on Vehicular Technology
(2020-02-01)
doi.org

Publications collected and formatted using Paperoni

array(1) { ["wp-wpml_current_language"]=> string(2) "fr" }