Essays about: "gated recurrent unit"
Showing result 31 - 35 of 44 essays containing the words gated recurrent unit.
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31. Comparing LSTM and GRU for Multiclass Sentiment Analysis of Movie Reviews.
University essay from Blekinge Tekniska Högskola/Fakulteten för datavetenskaperAbstract : Today, we are living in a data-driven world. Due to a surge in data generation, there is a need for efficient and accurate techniques to analyze data. One such kind of data which is needed to be analyzed are text reviews given for movies. READ MORE
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32. Short-term Power Load Forecasting Based on Machine Learning
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Short-term power load forecasting is an important part of power system management.It is the premise of network structure planing, electricity tradingand load scheduling. The accuracy of power load forecasting is directly relatedto power system security, stability and economic operation. READ MORE
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33. On The Effectiveness of Multi-TaskLearningAn evaluation of Multi-Task Learning techniques in deep learning models
University essay from Umeå universitet/Institutionen för datavetenskapAbstract : Multi-Task Learning is today an interesting and promising field which many mention as a must for achieving the next level advancement within machine learning. However, in reality, Multi-Task Learning is much more rarely used in real-world implementations than its more popular cousin Transfer Learning. READ MORE
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34. A Hardware Accelerated Low Power DSP for Recurrent Neural Networks
University essay from Lunds universitet/Institutionen för elektro- och informationsteknikAbstract : Recurrent neural networks (RNNs) have become a dominating player for processing of sequential data such as speech and audio. The reason for this, is the high accuracy that can be achieved with the more complex variants, such as the gated recurrent unit (GRU). READ MORE
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35. Gate Recurrent Unit Neural Networks for Hearing Instruments
University essay from Lunds universitet/Institutionen för elektro- och informationsteknikAbstract : Gated Recurrent Unit (GRU) neural networks have gained popularity for applications such as keyword spotting, speech recognition and other artificial intelligence applications. Typically for most applications training and inference is performed on cloud servers, and the result are transferred to the power constrained device, e.g. READ MORE
