Yu-Hsin Chen
Yu-Hsin Chen
Research Scientist, Facebook
Geverifieerd e-mailadres voor fb.com
TitelGeciteerd doorJaar
Eyeriss: An Energy-Efficient Reconfigurable Accelerator for Deep Convolutional Neural Networks
YH Chen, T Krishna, J Emer, V Sze
IEEE Journal of Solid-State Circuits (JSSC) 52 (1), 127-138, 2016
10772016
Efficient processing of deep neural networks: A tutorial and survey
V Sze, YH Chen, TJ Yang, JS Emer
Proceedings of the IEEE 105 (12), 2295-2329, 2017
7182017
Single-chip microprocessor that communicates directly using light
C Sun, MT Wade, Y Lee, JS Orcutt, L Alloatti, MS Georgas, AS Waterman, ...
Nature 528 (7583), 534-538, 2015
6342015
Eyeriss: A Spatial Architecture for Energy-Efficient Dataflow for Convolutional Neural Networks
YH Chen, J Emer, V Sze
The 43rd International Symposium on Computer Architecture (ISCA), 2016
5602016
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…, 2017
2422017
Hardware for Machine Learning: Challenges and Opportunities
V Sze, YH Chen, JS Emer, A Suleiman, Z Zhang
arXiv preprint arXiv:1612.07625, 2016
922016
A monolithically-integrated chip-to-chip optical link in bulk CMOS
C Sun, M Georgas, J Orcutt, B Moss, YH Chen, J Shainline, M Wade, ...
IEEE Journal of Solid-State Circuits 50 (4), 828-844, 2015
862015
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, 2019
672019
Towards closing the energy gap between HOG and CNN features for embedded vision
A Suleiman, YH Chen, J Emer, V Sze
2017 IEEE International Symposium on Circuits and Systems (ISCAS), 1-4, 2017
522017
A 1.23 pJ/b 2.5 Gb/s monolithically integrated optical carrier-injection ring modulator and all-digital driver circuit in commercial 45nm SOI
BR Moss, C Sun, M Georgas, J Shainline, JS Orcutt, JC Leu, M Wade, ...
2013 IEEE International Solid-State Circuits Conference Digest of Technical…, 2013
432013
Using dataflow to optimize energy efficiency of deep neural network accelerators
YH Chen, J Emer, V Sze
IEEE Micro 37 (3), 12-21, 2017
412017
Demonstration of an optical chip-to-chip link in a 3D integrated electronic-photonic platform
KT Settaluri, S Lin, S Moazeni, E Timurdogan, C Sun, M Moresco, Z Su, ...
ESSCIRC Conference 2015-41st European Solid-State Circuits Conference…, 2015
402015
A monolithically-integrated optical transmitter and receiver in a zero-change 45nm SOI process
M Georgas, BR Moss, C Sun, J Shainline, JS Orcutt, M Wade, YH Chen, ...
2014 Symposium on VLSI Circuits Digest of Technical Papers, 1-2, 2014
342014
A method to estimate the energy consumption of deep neural networks
TJ Yang, YH Chen, J Emer, V Sze
2017 51st Asilomar Conference on Signals, Systems, and Computers, 1916-1920, 2017
322017
Understanding the Limitations of Existing Energy-Efficient Design Approaches for Deep Neural Networks
YH Chen, TJ Yang, J Emer, V Sze
SysML, 2018
282018
A deeply pipelined CABAC decoder for HEVC supporting level 6.2 high-tier applications
YH Chen, V Sze
IEEE Transactions on Circuits and Systems for Video Technology 25 (5), 856-868, 2014
252014
Tutorial on hardware architectures for deep neural networks
J Emer, V Sze, YH Chen
IEEE/ACM International Symposium on Microarchitecture (MICRO-49), 2016
242016
Integration of silicon photonics in bulk CMOS
R Meade, JS Orcutt, K Mehta, O Tehar-Zahav, D Miller, M Georgas, ...
2014 Symposium on VLSI Technology (VLSI-Technology): Digest of Technical…, 2014
192014
1.4 W/channel 16-channel EEG/ECoG processor for smart brain sensor SoC
TC Chen, TH Lee, YH Chen, TC Ma, TD Chuang, CJ Chou, CH Yang, ...
2010 Symposium on VLSI Circuits, 21-22, 2010
162010
A 2014 Mbin/s deeply pipelined CABAC decoder for HEVC
YH Chen, V Sze
2014 IEEE International Conference on Image Processing (ICIP), 2110-2114, 2014
142014
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Artikelen 1–20