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Resource-Efficient Deep Learning: A Survey on Model-, Arithmetic-, and Implementation-Level Techniques



JunKyu Lee , Lev Mukhanov , Amir Sabbagh Molahosseini , Umar Minhas , Yang Hua , Jesus Martinez del Rincon , Kiril Dichev , Cheol-Ho Hong , Hans Vandierendonck

* Submitted to ACM Computing Surveys 

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A case study on profiling of an EEG-based brain decoding interface on Cloud and Edge servers



Alexandra Samsonova , Barry J. Devereux , Georgios Karakonstantis , Lev Mukhanov


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Leveraging Transprecision Computing for Machine Vision Applications at the Edge



Umar Ibrahim Minhas , Lev Mukhanov , Georgios Karakonstantis , Hans Vandierendonck , Roger Woods


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