Efficient Processing of Deep Neural Networks: A Tutorial and Survey
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Cites background from "Efficient Processing of Deep Neural..."
...Hardware: There exist several efforts that attempt to shift deep learning computing from the cloud side to mobile devices [154]....
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Cites background from "Efficient Processing of Deep Neural..."
..., 2015; Schmidhuber, 2015; Bengio, 2009; Wang and Raj, 2017) • efficient processing of deep neural networks (Sze et al., 2017) • machine learning (Jordan and Mitchell, 2015) • practical machine learning advices (Domingos, 2012; Smith, 2017; Zinkevich, 2017) • natural language processing (NLP) (Hirschberg and Manning, 2015; Cho, 2015) • spoken dialogue systems (Deng and Li, 2013; Hinton et al....
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...In contrast, recurrent neural networks (RNNs), of which Long Short-Term Memory networks (LSTMs) [38] are a popular variant, have internal memory to allow long-term dependencies to affect the output....
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