オープン アクセスを義務付けられた論文 - Vivienne Sze詳細
一般公開: 26 件
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
委任: US Department of Defense
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
委任: US Department of Defense
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
委任: US Department of Defense
Accelergy: An Architecture-Level Energy Estimation Methodology for Accelerator Designs
YN Wu, J Emer, V Sze
International Conference on Computer-Aided Design (ICCAD), 2019
委任: US Department of Defense
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
委任: US National Science Foundation, US Department of Defense
Sparseloop: An Analytical Approach To Sparse Tensor Accelerator Modeling
YN Wu, PA Tsai, A Parashar, V Sze, JS Emer
ACM/IEEE International Symposium on Microarchitecture (MICRO), 2022
委任: US National Science Foundation, US Department of Defense
Freely scalable and reconfigurable optical hardware for deep learning
L Bernstein, A Sludds, R Hamerly, V Sze, J Emer, D Englund
Scientific Reports 11 (3144), 2021
委任: US National Science Foundation, US Department of Energy, US Department of …
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
委任: US National Science Foundation, US Department of Defense
Designing Hardware for Machine Learning: The Important Role Played by Circuit Designers
V Sze
IEEE Solid-State Circuits Magazine 9 (4), 46-54, 2017
委任: US Department of Defense
Visual-Inertial Odometry on Chip: An Algorithm-and-Hardware Co-design Approach
Z Zhang, A Suleiman, L Carlone, V Sze, S Karaman
Robotics: Science and Systems, 2017
委任: US National Science Foundation, US Department of Defense
Design Considerations for Efficient Deep Neural Networks on Processing-in-Memory Accelerators
TJ Yang, V Sze
IEEE International Electron Devices Meeting (IEDM), 2019
委任: US National Science Foundation
FSMI: Fast computation of Shannon mutual information for information-theoretic mapping
Z Zhang, T Henderson, S Karaman, V Sze
The International Journal of Robotics Research 39 (9), 1155-1177, 2020
委任: US National Science Foundation, US Department of Defense
Data Centers on Wheels: Emissions from Computing Onboard Autonomous Vehicles
S Sudhakar, V Sze, S Karaman
IEEE Micro, Special Issue on Environmentally Sustainable Computing, 2023
委任: US National Science Foundation
NetAdaptV2: Efficient Neural Architecture Search With Fast Super-Network Training and Architecture Optimization
TJ Yang, YL Liao, V Sze
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
委任: US National Science Foundation
Low power depth estimation of rigid objects for time-of-flight imaging
J Noraky, V Sze
IEEE Transactions on Circuits and Systems for Video Technology 30 (6), 1524-1534, 2019
委任: US Department of Defense
Balancing Actuation and Computing Energy in Motion Planning
S Sudhakar, S Karaman, V Sze
IEEE International Conference on Robotics and Automation (ICRA), 2020
委任: US National Science Foundation
An Efficient and Continuous Approach to Information-Theoretic Exploration
T Henderson, V Sze, S Karaman
IEEE International Conference on Robotics and Automation (ICRA), 2020
委任: US National Science Foundation
A Fully-Integrated Energy-Efficient H.265/HEVC Decoder with eDRAM for Wearable Devices
M Tikekar, V Sze, A Chandrakasan
2017 Symposium on VLSI Circuits Digest of Technical Papers, 2017
委任: US National Science Foundation, US Department of Defense
Gemino: Practical and Robust Neural Compression for Video Conferencing
V Sivaraman, P Karimi, V Venkatapathy, M Khani, S Fouladi, M Alizadeh, ...
USENIX Symposium on Networked Systems Design and Implementation (NSDI), 2024
委任: US National Science Foundation
High-throughput Computation of Shannon Mutual Information on Chip
P Li, Z Zhang, S Karaman, V Sze
Robotics: Science and Systems (RSS), 2019
委任: US National Science Foundation, US Department of Defense
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