6 citations · 7 across the 2 of their papers we have counts for
3 papers
Stacked 1D convolutional networks for end-to-end small footprint voice trigger detection
Takuya Higuchi, Mohammad Ghasemzadeh, Kisun You +1
We propose a stacked 1D convolutional neural network (S1DCNN) for end-to-end small footprint voice trigger detection in a streaming scenario. Voice trigger detection is an importan…
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…
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…