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DeltaRNN: A Power-efficient Recurrent Neural Network Accelerator.

FPGA, pp.21-30, (2018)

Cited by: 94|Views134
EI

Abstract

Recurrent Neural Networks (RNNs) are widely used in speech recognition and natural language processing applications because of their capability to process temporal sequences. Because RNNs are fully connected, they require a large number of weight memory accesses, leading to high power consumption. Recent theory has shown that an RNN delta...More

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