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FINN: A Framework for Fast, Scalable Binarized Neural ...

FINN: A Framework for Fast, Scalable Binarized Neural ...

arxiv.org

FINN: A Framework for Fast, Scalable Binarized Neural Network Inference Yaman Umuroglu*†, Nicholas J. Fraser*‡, Giulio Gambardella*, Michaela Blott*, Philip Leong‡, Magnus Jahre† and Kees Vissers* *Xilinx Research Labs; †Norwegian University of Science and Technology; ‡University of Sydney yamanu@idi.ntnu.no ABSTRACT Research has shown that convolutional neural networks con-

  Network, Inference, Fast, Neural, Scalable, Binarized, Scalable binarized neural network inference

Binarized Neural Networks: Training Neural …

Binarized Neural Networks: Training Neural …

arxiv.org

Binarized Neural Networks: Training Neural Networks with Weights and Activations Constrained to +1 or 1 Algorithm 1 Training a BNN. Cis the cost function for

  Training, Network, Neural, Binarized neural networks, Binarized, Training neural, Training neural networks

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