STFNets: Learning Sensing Signals from the Time-Frequency Perspective with Short-Time Fourier Neural Networks
WWW '19: The Web Conference on The World Wide Web Conference WWW 2019, pp. 2192-2202, 2019.
Deep learning Internet of Things IoT time frequency analysis
Recent advances in deep learning motivate the use of deep neural networks in Internet-of-Things (IoT) applications. These networks are modelled after signal processing in the human brain, thereby leading to significant advantages at perceptual tasks such as vision and speech recognition. IoT applications, however, often measure physical p...More
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