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Zhi-Gang Liu
Zhi-Gang Liu
arm.com
在 arm.com 的电子邮件经过验证
标题
引用次数
引用次数
年份
Systolic Tensor Array: An Efficient Structured-Sparse GEMM Accelerator for Mobile CNN Inference
ZG Liu, PN Whatmough, M Mattina
https://arxiv.org/pdf/2005.08098.pdf, 2020
692020
Systolic Tensor Array: An Efficient Structured-Sparse GEMM Accelerator for Mobile CNN Inference
ZG Liu, PN Whatmough, M Mattina
IEEE Computer Architecture Letters 19 (1), 34-37, 2020
692020
S2TA: Exploiting Structured Sparsity for Energy-Efficient Mobile CNN Acceleration (Best Paper Nominee)
ZG Liu, PN Whatmough, Y Zhu, M Mattina
2022 IEEE International Symposium on High-Performance Computer Architecture …, 2022
602022
Learning Low-precision Neural Networks without Straight-Through Estimator (STE)
ZG Liu, M Mattina
Proceedings of the Twenty-Eighth International Joint Conference on …, 2019
372019
Efficient Residue Number System Based Winograd Convolution
ZG Liu, M Mattina
European Conference on Computer Vision (ECCV2020), 2020
182020
DIF-CRC Based Fast Hashing
Z Liu, D Elliott, SR Ives, S Liu, A Chanler
US Patent 8,910,031, 2014
182014
Sparse Systolic Tensor Array for Efficient CNN Hardware Acceleration
ZG Liu, PN Whatmough, M Mattina
http://arxiv.org/abs/2009.02381, 2020
152020
Matrix Multiplication System, Apparatus and Method
ZG Liu, PN Whatmough
US Patent 11,194,549, 2021
142021
Compressing Language Models Using Doped Kronecker Products
U Thakker, PN Whatmough, ZG Liu, M Mattina, J Beu
arXiv preprint arXiv:2001.08896, 2020
142020
Fast Verification of Data Block Cycle Redundancy Checks
ZG Liu, S McClure, A Tringale
US Patent 8,307,271, 2012
132012
Techniques for Global Memory Management and Request Processing
J Cartmell, ZG Liu, S McClure, A Tringale
US Patent 8,862,832, 2014
102014
Doping: A technique for extreme compression of lstm models using sparse structured additive matrices
U Thakker, P Whatmough, Z Liu, M Mattina, J Beu
Proceedings of machine learning and systems 3, 533-549, 2021
82021
Fine Analysis of the Calibration Curve for a HPGe Spectrometer in Gamma Ray Energy Measurement
Z Liu, L Peng, L Wei, T Chang
Nuclear Instruments and Methods in Physics Research Section A: Accelerators …, 1999
71999
Matrix Multiplication System and Method
ZG Liu, M Mattina, PN Whatmough
US Patent 11,120,101, 2021
52021
Artificial Neural Network Optical Hardware Accelerator
ZG Liu, M Mattina, JF Brown III
US Patent 11,526,743, 2022
42022
Processor for Sparse Matrix Computation
Z Liu, M Mattina, PN Whatmough, JG Beu
US Patent 11,392,376, 2022
42022
Hardware Accelerator for IM2COL Operation
ZG Liu, PN Whatmough, M Mattina
US Patent 11,783,163, 2023
32023
Apparatus and Method for Matrix Operations
M Mattina, Z Liu, PN Whatmough, DH Mansell
US Patent 11,379,556, 2022
32022
Activation Compression Method for Deep Learning Acceleration
ZG Liu, M Mattina
US Patent App. 17/157,319, 2022
32022
Doping: A technique for efficient compression of lstm models using sparse structured additive matrices
U Thakker, PN Whatmough, Z Liu, M Mattina, J Beu
arXiv preprint arXiv:2102.07071, 2021
22021
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