Edge-Host Partitioning of Deep Neural Networks with Feature Space Encoding for Resource-Constrained Internet-of-Things Platforms

no code implementations • 11 Feb 2018 • Jong Hwan Ko, Taesik Na, Mohammad Faisal Amir, Saibal Mukhopadhyay

The lossless or lossy encoding of the feature space is proposed to enhance the maximum input rate supported by the edge platform and/or reduce the energy of the edge platform.