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Navion: A 2mW Fully Integrated Real-Time Visual-Inertial Odometry Accelerator for Autonomous Navigation of Nano Drones

Sep 15, 2018
Amr Suleiman, Zhengdong Zhang, Luca Carlone, Sertac Karaman, Vivienne Sze


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Hardware for Machine Learning: Challenges and Opportunities

Oct 17, 2017
Vivienne Sze, Yu-Hsin Chen, Joel Emer, Amr Suleiman, Zhengdong Zhang

* Published as an invited conference paper at CICC 2017 

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Towards Closing the Energy Gap Between HOG and CNN Features for Embedded Vision

Mar 17, 2017
Amr Suleiman, Yu-Hsin Chen, Joel Emer, Vivienne Sze


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A 58.6mW Real-Time Programmable Object Detector with Multi-Scale Multi-Object Support Using Deformable Parts Model on 1920x1080 Video at 30fps

Jul 27, 2016
Amr Suleiman, Zhengdong Zhang, Vivienne Sze


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