Zhi-Gang Liu
Zhi-Gang Liu
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Title
Cited by
Cited by
Year
Learning low-precision neural networks without Straight-Through Estimator(STE)
ZG Liu, M Mattina
arXiv preprint arXiv:1903.01061, 2019
222019
Learning Low-precision Neural Networks without Straight-Through Estimator (STE)
ZG Liu, M Mattina
Proceedings of the Twenty-Eighth International Joint Conference on …, 2019
222019
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
192020
DIF-CRC based fast hashing
Z Liu, D Elliott, SR Ives, S Liu, A Chanler
US Patent 8,910,031, 2014
132014
Fast verification of data block cycle redundancy checks
ZG Liu, S McClure, A Tringale
US Patent 8,307,271, 2012
112012
Compressing language models using doped kronecker products
U Thakker, PN Whatmough, ZG Liu, M Mattina, J Beu
arXiv preprint arXiv:2001.08896, 2020
102020
Techniques for global memory management and request processing
J Cartmell, ZG Liu, S McClure, A Tringale
US Patent 8,862,832, 2014
52014
S2TA: Exploiting Structured Sparsity for Energy-Efficient Mobile CNN Acceleration
ZG Liu, PN Whatmough, Y Zhu, M Mattina
arXiv preprint arXiv:2107.07983, 2021
12021
Sparse Systolic Tensor Array for Efficient CNN Hardware Acceleration
ZG Liu, PN Whatmough, M Mattina
http://arxiv.org/abs/2009.02381, 2020
12020
Artificial Neural Network Optical Hardware Accelerator
ZG Liu, M Mattina, JF Brown III
US Patent App. 16/818,302, 2021
2021
Matrix multiplication system and method
ZG Liu, M Mattina, PN Whatmough
US Patent 11,120,101, 2021
2021
Matrix Multiplication System, Apparatus and Method
ZG Liu, PN Whatmough
US Patent App. 16/663,887, 2021
2021
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, 2021
2021
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
2021
Apparatus and method for matrix operations
M Mattina, Z Liu, PN Whatmough, DH Mansell
US Patent App. 16/417,937, 2020
2020
Processor for sparse matrix computation
Z Liu, M Mattina, PN Whatmough, JG Beu
US Patent App. 16/381,349, 2020
2020
System, method and apparatus for computationally efficient data manipulation
PN Whatmough, M Mattina, Z Liu
US Patent 10,747,845, 2020
2020
Efficient Residue Number System Based Winograd Convolution
ZG Liu, M Mattina
European Conference on Computer Vision (ECCV2020), 2020
2020
Efficient Residue Number System Based Winograd Convolution
ZG Liu, M Mattina
arXiv preprint arXiv:2007.12216, 2020
2020
Systolic Tensor Array: An Efficient Structured-Sparse GEMM Accelerator for Mobile CNN Inference
MM Zhi-Gang Liu, Paul N. Whatmough
arXiv preprint arXiv:2005.08098, 2020
2020
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