Patrick Hansen

FixyNN: Efficient Hardware for Mobile Computer Vision via Transfer Learning

Paul N. Whatmough, Chuteng Zhou, Patrick Hansen et al. · arXiv (Cornell University) · 2019 · 37 citations · Full text

Applications of Deep Neural Networks for Ultra Low Power IoT

Sreela Kodali, Patrick Hansen, Niamh Mulholland et al. · 2017 · 33 citations

Convolutional Neural Network, Engineering, Machine Learning +17

FixyFPGA: Efficient FPGA Accelerator for Deep Neural Networks with High Element-Wise Sparsity and without External Memory Access

Jian Meng, Shreyas Kolala Venkataramanaiah, Chuteng Zhou et al. · 2021 · 31 citations

Convolutional Neural Network, Engineering, Machine Learning +20

ISP4ML: The Role of Image Signal Processing in Efficient Deep Learning Vision Systems

Patrick Hansen, Alexey Vilkin, Yury Krustalev et al. · 2021 · 23 citations

Convolutional Neural Network, Engineering, Machine Learning +17

An 833-MHz 1.5-W 18-Mb CMOS SRAM with 1.67 Gb/s/pin

Harold Pilo, Andrew J. Allen, J. Covino et al. · IEEE Journal of Solid-State Circuits · 2000 · 13 citations

Low-power Electronics, Architecture Improvements, Engineering +8