Tien-Ju Yang

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 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

MorphNet: Fast & Simple Resource-Constrained Structure Learning of Deep Networks

Ariel Gordon, Elad Eban, Ofir Nachum et al. · 2018 · 330 citations

Artificial Intelligence, Present Morphnet, Geometric Learning +15

A method to estimate the energy consumption of deep neural networks

Tien-Ju Yang, Yu‐Hsin Chen, Joel Emer et al. · 2017 · 184 citations

Artificial Intelligence, Engineering, Machine Learning +19