Yu‐Hsin Chen

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

Single-chip microprocessor that communicates directly using light

Chen Sun, Mark T. Wade, Yunsup Lee et al. · Nature · 2015 · 1.3K citations

Photonics, Engineering, Single-chip Microprocessor +6

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

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

Timeloop: A Systematic Approach to DNN Accelerator Evaluation

Angshuman Parashar, Priyanka Raina, Yakun Sophia Shao et al. · 2019 · 513 citations

Architecture Design Space, Deep Neural Networks, Engineering +15