Vivienne Sze

Efficient Processing of Deep Neural Networks: A Tutorial and Survey

Vivienne Sze, Yu‐Hsin Chen, Tien-Ju Yang et al. · Proceedings of the IEEE · 2017 · 3.8K citations

Convolutional Neural Network, Deep Neural Networks, Machine Vision +15

Eyeriss: An Energy-Efficient Reconfigurable Accelerator for Deep Convolutional Neural Networks

Yu-Hsin Chen, Tushar Krishna, Joel Emer et al. · IEEE Journal of Solid-State Circuits · 2016 · 3K citations

Machine Vision, Row Stationary, Engineering +15

Eyeriss

Yu‐Hsin Chen, Joel Emer, Vivienne Sze · ACM SIGARCH Computer Architecture News · 2016 · 1.2K citations

Energy Consumption, Spatial Parallelism, Convolutional Neural Network +15

Eyeriss v2: A Flexible Accelerator for Emerging Deep Neural Networks on Mobile Devices

Yu-Hsin Chen, Tien-Ju Yang, Joel Emer et al. · IEEE Journal on Emerging and Selected Topics in Circuits and Systems · 2019 · 1K citations

Convolutional Neural Network, Engineering, Machine Learning +17

Designing Energy-Efficient Convolutional Neural Networks Using Energy-Aware Pruning

Tien-Ju Yang, Yu‐Hsin Chen, Vivienne Sze · 2017 · 707 citations

Energy Consumption, Convolutional Neural Network, Pruning Process +13