Communities
Connect sessions
AI calendar
Organizations
Join Slack
Contact Sales
Search
Open menu
Home
Papers
2004.10936
Cited By
PERMDNN: Efficient Compressed DNN Architecture with Permuted Diagonal Matrices
23 April 2020
Chunhua Deng
Siyu Liao
Yi Xie
Keshab K. Parhi
Xuehai Qian
Bo Yuan
Re-assign community
ArXiv (abs)
PDF
HTML
Papers citing
"PERMDNN: Efficient Compressed DNN Architecture with Permuted Diagonal Matrices"
17 / 17 papers shown
SparseMap: Loop Mapping for Sparse CNNs on Streaming Coarse-grained Reconfigurable Array
Xiaobing Ni
Mengke Ge
Jiaheng Ruan
Song Chen
Yi Kang
155
0
0
15 Dec 2024
Mitigating Memory Wall Effects in CNN Engines with On-the-Fly Weights Generation
Stylianos I. Venieris
Javier Fernandez-Marques
Nicholas D. Lane
MQ
196
4
0
25 Jul 2023
DNA-TEQ: An Adaptive Exponential Quantization of Tensors for DNN Inference
International Conference on High Performance Computing (HiPC), 2023
Bahareh Khabbazan
Marc Riera
Antonio González
MQ
328
3
0
28 Jun 2023
Tensor Decomposition for Model Reduction in Neural Networks: A Review
IEEE Circuits and Systems Magazine (IEEE CAS Magazine), 2023
Xingyi Liu
Keshab K. Parhi
224
32
0
26 Apr 2023
Mixture-of-Rookies: Saving DNN Computations by Predicting ReLU Outputs
D. Pinto
J. Arnau
Antonio González
151
1
0
10 Feb 2022
CHIP: CHannel Independence-based Pruning for Compact Neural Networks
Yang Sui
Miao Yin
Yi Xie
Huy Phan
S. Zonouz
Bo Yuan
VLM
398
175
0
26 Oct 2021
GPTPU: Accelerating Applications using Edge Tensor Processing Units
International Conference for High Performance Computing, Networking, Storage and Analysis (SC), 2021
Kuan-Chieh Hsu
Hung-Wei Tseng
260
34
0
22 Jun 2021
How to Reach Real-Time AI on Consumer Devices? Solutions for Programmable and Custom Architectures
IEEE International Conference on Application-Specific Systems, Architectures, and Processors (ASAP), 2021
Stylianos I. Venieris
Ioannis Panopoulos
Ilias Leontiadis
I. Venieris
310
7
0
21 Jun 2021
Tight Compression: Compressing CNN Through Fine-Grained Pruning and Weight Permutation for Efficient Implementation
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (IEEE TCAD), 2021
Xizi Chen
Jingyang Zhu
Jingbo Jiang
Chi-Ying Tsui
125
17
0
03 Apr 2021
unzipFPGA: Enhancing FPGA-based CNN Engines with On-the-Fly Weights Generation
IEEE Symposium on Field-Programmable Custom Computing Machines (FCCM), 2021
Stylianos I. Venieris
Javier Fernandez-Marques
Nicholas D. Lane
183
12
0
09 Mar 2021
Doping: A technique for efficient compression of LSTM models using sparse structured additive matrices
Conference on Machine Learning and Systems (MLSys), 2021
Urmish Thakker
P. Whatmough
Zhi-Gang Liu
Matthew Mattina
Jesse G. Beu
193
7
0
14 Feb 2021
GrateTile: Efficient Sparse Tensor Tiling for CNN Processing
IEEE Workshop on Signal Processing Systems (SiPS), 2020
Yu-Sheng Lin
Hung Chang Lu
Yang-Bin Tsao
Yi-Min Chih
Wei-Chao Chen
Shao-Yi Chien
145
6
0
18 Sep 2020
Sparse Systolic Tensor Array for Efficient CNN Hardware Acceleration
Zhi-Gang Liu
P. Whatmough
Matthew Mattina
341
15
0
04 Sep 2020
ResOT: Resource-Efficient Oblique Trees for Neural Signal Classification
IEEE Transactions on Biomedical Circuits and Systems (TBioCAS), 2020
Bingzhao Zhu
Masoud Farivar
Mahsa Shoaran
228
48
0
14 Jun 2020
An Experimental Study of Reduced-Voltage Operation in Modern FPGAs for Neural Network Acceleration
Dependable Systems and Networks (DSN), 2020
Behzad Salami
Erhan Baturay Onural
Ismail Emir Yüksel
Fahrettin Koc
Oguz Ergin
A. Cristal
O. Unsal
H. Sarbazi-Azad
O. Mutlu
328
51
0
04 May 2020
Computation on Sparse Neural Networks: an Inspiration for Future Hardware
Fei Sun
Minghai Qin
Tianyun Zhang
Liu Liu
Yen-kuang Chen
Yuan Xie
410
7
0
24 Apr 2020
DARB: A Density-Aware Regular-Block Pruning for Deep Neural Networks
AAAI Conference on Artificial Intelligence (AAAI), 2019
Ao Ren
Tao Zhang
Yuhao Wang
Sheng Lin
Zhaoyang Han
Yen-kuang Chen
Yuan Xie
Yanzhi Wang
385
11
0
19 Nov 2019
1
Page 1 of 1
