DeepWear: Adaptive Local Offloading for On-Wearable Deep Learning

1 Dec 2017Mengwei XuFeng QianMengze ZhuFeifan HuangSaumay PushpXuanzhe Liu

Due to their on-body and ubiquitous nature, wearables can generate a wide range of unique sensor data creating countless opportunities for deep learning tasks. We propose DeepWear, a deep learning (DL) framework for wearable devices to improve the performance and reduce the energy footprint... (read more)

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