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most citedStacked 1D convolutional networks for end-to-end small footprint voice trigger detection

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cs.LG2018

AgileNet: Lightweight Dictionary-based Few-shot Learning

Mohammad Ghasemzadeh, Fang Lin, Bita Darvish Rouhani +2

The success of deep learning models is heavily tied to the use of massive amount of labeled data and excessively long training time. With the emergence of intelligent edge applicat…

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…