עקוב אחר
Vivienne Sze
Vivienne Sze
Professor, EECS at MIT
כתובת אימייל מאומתת בדומיין mit.edu - דף הבית
כותרת
צוטט על ידי
צוטט על ידי
שנה
Efficient Processing of Deep Neural Networks: A Tutorial and Survey‏
V Sze, YH Chen, TJ Yang, J Emer‏
Proceedings of the IEEE 105 (12), 2295-2329, 2017‏
46802017
Eyeriss: An Energy-Efficient Reconfigurable Accelerator for Deep Convolutional Neural Networks‏
YH Chen, T Krishna, J Emer, V Sze‏
2016 IEEE International Solid-State Circuits Conference (ISSCC), 262-263, 2016‏
40922016
Eyeriss: A Spatial Architecture for Energy-Efficient Dataflow for Convolutional Neural Networks‏
YH Chen, J Emer, V Sze‏
International Symposium on Computer Architecture (ISCA), 2016‏
20312016
Eyeriss v2: A Flexible Accelerator for Emerging Deep Neural Networks on Mobile Devices‏
YH Chen, TJ Yang, J Emer, V Sze‏
IEEE Journal on Emerging and Selected Topics in Circuits and Systems 9 (2 …, 2019‏
1264*2019
Designing Energy-Efficient Convolutional Neural Networks Using Energy-Aware Pruning‏
TJ Yang, YH Chen, V Sze‏
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2017‏
10822017
High Efficiency Video Coding (HEVC): Algorithms and Architectures‏
V Sze, M Budagavi, GJ Sullivan‏
Springer, 2014‏
882*2014
NetAdapt: Platform-Aware Neural Network Adaptation for Mobile Applications‏
TJ Yang, A Howard, B Chen, X Zhang, A Go, M Sandler, V Sze, H Adam‏
European Conference on Computer Vision (ECCV), 2018‏
7382018
Hardware for Machine Learning: Challenges and Opportunities‏
V Sze, YH Chen, J Emer, A Suleiman, Z Zhang‏
Custom Integrated Circuits Conference (CICC), 2017 IEEE, 1-8, 2017‏
4932017
FastDepth: Fast Monocular Depth Estimation on Embedded Systems‏
D Wofk, F Ma, TJ Yang, S Karaman, V Sze‏
IEEE International Conference on Robotics and Automation (ICRA), 2019‏
3882019
High Throughput CABAC Entropy Coding in HEVC‏
V Sze, M Budagavi‏
IEEE Transactions on Circuits and Systems for Video Technology 22 (12), 1778 …, 2012‏
3532012
Efficient Processing of Deep Neural Networks‏
V Sze, YH Chen, TJ Yang, JS Emer‏
Morgan & Claypool Publishers, 2020‏
323*2020
A Method to Estimate the Energy Consumption of Deep Neural Networks‏
TJ Yang, YH Chen, J Emer, V Sze‏
Asilomar Conference on Signals, Systems and Computers, 2017‏
2852017
Using Dataflow to Optimize Energy Efficiency of Deep Neural Network Accelerators‏
YH Chen, J Emer, V Sze‏
IEEE Micro’s Top Picks from the Computer Architecture Conferences 37 (3), 2017‏
2782017
Accelergy: An Architecture-Level Energy Estimation Methodology for Accelerator Designs‏
YN Wu, J Emer, V Sze‏
International Conference on Computer-Aided Design (ICCAD), 2019‏
2682019
Core Transform Design in the High Efficiency Video Coding (HEVC) Standard‏
M Budagavi, A Fuldseth, G Bjontegaard, V Sze, M Sadafale‏
IEEE Journal of Selected Topics in Signal Processing 7 (6), 1029-1041, 2013‏
2432013
Parallel motion estimation in video coding‏
US Patent 20,120,257,678, 2015‏
238*2015
DeeperLab: Single-Shot Image Parser‏
TJ Yang, MD Collins, Y Zhu, JJ Hwang, T Liu, X Zhang, V Sze, ...‏
arXiv preprint arXiv:1902.05093, 2019‏
2222019
Navion: A Fully Integrated Energy-Efficient Visual-Inertial Odometry Accelerator for Autonomous Navigation of Nano Drones‏
A Suleiman, Z Zhang, L Carlone, S Karaman, V Sze‏
IEEE Symposium on VLSI Circuits (VLSI-Circuits), 2018‏
212*2018
Hardware architectures for deep neural networks‏
J Emer, V Sze, YH Chen, TJ Yang‏
CICS/MTL Tutorial, 2017‏
184*2017
Technologies for Ultradynamic Voltage Scaling‏
AP Chandrakasan, DC Daly, DF Finchelstein, J Kwong, YK Ramadass, ...‏
Proceedings of the IEEE 98 (2), 191-214, 2010‏
1422010
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מאמרים 1–20