Lightweight Compression of Intermediate Neural Network Features for Collaborative Intelligence

In collaborative intelligence applications, part of a deep neural network (DNN) is deployed on a lightweight device such as a mobile phone or edge device, and the remaining portion of the DNN is processed where more computing resources are available, such as in the cloud. This paper presents a novel...

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Veröffentlicht in:IEEE open journal of circuits and systems 2021, Vol.2, p.350-362
Hauptverfasser: Cohen, Robert A., Choi, Hyomin, Bajic, Ivan V.
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Sprache:eng
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