| 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 | 1756 | 2016 |
| 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 | 1493 | 2017 |
| 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 | 908 | 2016 |
| High Efficiency Video Coding (HEVC): Algorithms and Architectures V Sze, M Budagavi, GJ Sullivan Springer, 2014 | 512* | 2014 |
| 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 | 457 | 2017 |
| High Throughput CABAC Entropy Coding in HEVC V Sze, M Budagavi IEEE Transactions on Circuits and Systems for Video Technology 22 (12), 1778 …, 2012 | 255 | 2012 |
| 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 | 249* | 2019 |
| 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 | 228 | 2018 |
| 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 | 189 | 2013 |
| 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 | 164 | 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 | 129 | 2010 |
| A 249-Mpixel/s HEVC video-decoder chip for 4K Ultra-HD applications M Tikekar, CT Huang, C Juvekar, V Sze, AP Chandrakasan IEEE Journal of Solid-State Circuits 49 (1), 61-72, 2014 | 103* | 2014 |
| Parallel motion estimation in video coding US Patent 20,120,257,678, 2015 | 101* | 2015 |
| Low-Power Impulse UWB Architectures and Circuits AP Chandrakasan, FS Lee, DD Wentzloff, V Sze, BP Ginsburg, ... Proceedings of the IEEE 97 (2), 332-352, 2009 | 98 | 2009 |
| CE10: Core transform design for HEVC A Fuldseth, G Bjøntegaard, M Budagavi, V Sze document JCTVC-G495 of JCT-VC, 2011 | 91* | 2011 |
| Parallel CABAC decoding for video decompression MU Demircin, V Sze, M Budagavi US Patent 7,932,843, 2011 | 88 | 2011 |
| 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 | 82 | 2017 |
| Sample adaptive offset (SAO) parameter signaling V Sze, M Budagavi, W Kim, DK Kwon, M Zhou US Patent 8,923,407, 2014 | 82* | 2014 |
| An energy-efficient hardware implementation of HOG-based object detection at 1080HD 60 fps with multi-scale support A Suleiman, V Sze Journal of Signal Processing Systems 84 (3), 325-337, 2016 | 81* | 2016 |
| 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 | 80 | 2017 |
Yu-Hsin ChenResearch Scientist, FacebookEmail confirmado em fb.com
