Essays about: "Xuechen Zuo"
Found 2 essays containing the words Xuechen Zuo.
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1. A Deep Learning Approach to Downlink User Throughput Prediction in Cellular Networks
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : A majority of the global population subscribe to mobile networks, also knownas cellular networks. Thus, optimizing mobile traffic would bring benefits tomany people. The available downlink user throughput in cellular networks issubject to heavy fluctuations, which leads to inefficient use of network capacity. READ MORE
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2. A comparison between aconventional LSTM network and agrid LSTM network applied onspeech recognition
University essay from KTH/Skolan för teknikvetenskap (SCI)Abstract : In this paper, a comparision between the conventional LSTM network and the one-dimensionalgrid LSTM network applied on single word speech recognition is conducted. The performanceof the networks are measured in terms of accuracy and training time. The conventional LSTMmodel is the current state of the art method to model speech recognition. READ MORE
