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Trustworthy AI Inference Systems: An Industry Research View


Aug 10, 2020
Rosario Cammarota, Matthias Schunter, Anand Rajan, Fabian Boemer, Ágnes Kiss, Amos Treiber, Christian Weinert, Thomas Schneider, Emmanuel Stapf, Ahmad-Reza Sadeghi, Daniel Demmler, Huili Chen, Siam Umar Hussain, Sadegh Riazi, Farinaz Koushanfar, Saransh Gupta, Tajan Simunic Rosing, Kamalika Chaudhuri, Hamid Nejatollahi, Nikil Dutt, Mohsen Imani, Kim Laine, Anuj Dubey, Aydin Aysu, Fateme Sadat Hosseini, Chengmo Yang, Eric Wallace, Pamela Norton


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Prive-HD: Privacy-Preserved Hyperdimensional Computing


May 14, 2020
Behnam Khaleghi, Mohsen Imani, Tajana Rosing

* Accepted in Design Automation Conference (DAC) 2020 

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QubitHD: A Stochastic Acceleration Method for HD Computing-Based Machine Learning


Dec 02, 2019
Samuel Bosch, Alexander Sanchez de la Cerda, Mohsen Imani, Tajana Simunic Rosing, Giovanni De Micheli

* 8 pages, 7 figures, 3 tables 

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RAPIDNN: In-Memory Deep Neural Network Acceleration Framework


Aug 09, 2018
Mohsen Imani, Mohammad Samragh, Yeseong Kim, Saransh Gupta, Farinaz Koushanfar, Tajana Rosing


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