26 citations · 29 across the 7 of their papers we have counts for
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cs.LG2021
Demystifying and Generalizing BinaryConnect
Tim Dockhorn, Yaoliang Yu, Eyyüb Sari +2
BinaryConnect (BC) and its many variations have become the de facto standard for neural network quantization. However, our understanding of the inner workings of BC is still quite…
cs.LG2021
iRNN: Integer-only Recurrent Neural Network
Eyyüb Sari, Vanessa Courville, Vahid Partovi Nia
Recurrent neural networks (RNN) are used in many real-world text and speech applications. They include complex modules such as recurrence, exponential-based activation, gate intera…