157 citations · 253 across the 9 of their papers we have counts for
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cs.LG2017
ReBNet: Residual Binarized Neural Network
Mohammad Ghasemzadeh, Mohammad Samragh, Farinaz Koushanfar
This paper proposes ReBNet, an end-to-end framework for training reconfigurable binary neural networks on software and developing efficient accelerators for execution on FPGA. Bina…
cs.CR2017★ 6 cited
DeepFense: Online Accelerated Defense Against Adversarial Deep Learning
Bita Darvish Rouhani, Mohammad Samragh, Mojan Javaheripi +2
Recent advances in adversarial Deep Learning (DL) have opened up a largely unexplored surface for malicious attacks jeopardizing the integrity of autonomous DL systems. With the wi…