no code implementations • 16 Oct 2022 • Hongjiang Chen, Yang Wang, Leibo Liu, Shaojun Wei, Shouyi Yin
Deep learning applications are being transferred from the cloud to edge with the rapid development of embedded computing systems.
no code implementations • 16 Oct 2022 • Hongjiang Chen, Yang Wang, Leibo Liu, Shaojun Wei, Shouyi Yin
Due to user privacy and regulatory restrictions, federate learning (FL) is proposed as a distributed learning framework for training deep neural networks (DNN) on decentralized data clients.
no code implementations • 11 Dec 2019 • Xi Chen, Shouyi Yin, Dandan song, Peng Ouyang, Leibo Liu, Shaojun Wei
Despite the recent successes of deep neural networks, it remains challenging to achieve high precision keyword spotting task (KWS) on resource-constrained devices.