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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Bibliographic Details
Main Authors: Robert A. Cohen, Hyomin Choi, Ivan V. Bajic
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Open Journal of Circuits and Systems
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9430648/