| 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 | 1373 | 2017 |
| 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 | 422 | 2017 |
| 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 Proceedings of the European Conference on Computer Vision (ECCV), 285-300, 2018 | 209 | 2018 |
| Morphnet: Fast & simple resource-constrained structure learning of deep networks A Gordon, E Eban, O Nachum, B Chen, H Wu, TJ Yang, E Choi Proceedings of the IEEE conference on computer vision and pattern …, 2018 | 164 | 2018 |
| 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 | 147 | 2019 |
| Eyeriss v2: A flexible and high-performance accelerator for emerging deep neural networks YH Chen, J Emer, V Sze arXiv preprint arXiv:1807.07928, 2018 | 79 | 2018 |
| 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 | 61 | 2019 |
| 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 | 61 | 2017 |
| Fastdepth: Fast monocular depth estimation on embedded systems D Wofk, F Ma, TJ Yang, S Karaman, V Sze 2019 International Conference on Robotics and Automation (ICRA), 6101-6108, 2019 | 52 | 2019 |
| Understanding the limitations of existing energy-efficient design approaches for deep neural networks Y Chen, TJ Yang, J Emer, V Sze Energy 2 (L1), L3, 2018 | 48 | 2018 |
| Hardware Architectures for Deep Neural Networks at CICS/MTL Tutorial J Emer Mar 27, 258, 2017 | 43 | 2017 |
| A 69mW 140-meter/60fps and 60-meter/300fps intelligent vision SoC for versatile automotive applications YM Tsai, TJ Yang, CC Tsai, KY Huang, LG Chen 2012 Symposium on VLSI Circuits (VLSIC), 152-153, 2012 | 14 | 2012 |
| Design Considerations for Efficient Deep Neural Networks on Processing-in-Memory Accelerators TJ Yang, V Sze 2019 IEEE International Electron Devices Meeting (IEDM), 22.1. 1-22.1. 4, 2019 | 9 | 2019 |
| Smart display: A mobile self-adaptive projector-camera system TJ Yang, YM Tsai, LG Chen 2011 IEEE International Conference on Multimedia and Expo, 1-6, 2011 | 9 | 2011 |
| Efficient processing of deep neural networks V Sze, YH Chen, TJ Yang, JS Emer Synthesis Lectures on Computer Architecture 15 (2), 1-341, 2020 | 8 | 2020 |
| SegSort: Segmentation by Discriminative Sorting of Segments JJ Hwang, SX Yu, J Shi, MD Collins, TJ Yang, X Zhang, LC Chen Proceedings of the IEEE International Conference on Computer Vision, 7334-7344, 2019 | 7 | 2019 |
| WarmL1: A warm-start homotopy-based reconstruction algorithm for sparse signals TJ Yang, YM Tsai, CT Li, LG Chen 2012 IEEE International Symposium on Information Theory Proceedings, 2226-2230, 2012 | 3 | 2012 |
| A 401gflops/w 16-cores signal reconstruction platform with a 4g entries/s matrix generation engine for compressed sensing and sparse representation YM Tsai, TJ Yang, LG Chen 2013 Symposium on VLSI Circuits, C256-C257, 2013 | 2 | 2013 |
| How to Evaluate Deep Neural Network Processors: TOPS/W (Alone) Considered Harmful V Sze, YH Chen, TJ Yang, JS Emer IEEE Solid-State Circuits Magazine 12 (3), 28-41, 2020 | 1 | 2020 |
| A high speed feature matching architecture for real-time video stabilization KY Huang, YM Tsai, TJ Yang, LG Chen 2012 IEEE International Symposium on Circuits and Systems (ISCAS), 1436-1439, 2012 | 1 | 2012 |
