Browsing Faculty of Engineering by Subject "prediction with temporal convolutional networks"

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    • Solar flare prediction with temporal convolutional networks 

      Krynauw, Dewald D.; Davel, Marelie H.; Lotz, Stefan (In Proc. South African Forum for Artificial Intelligence Research (FAIR2019), 2019-12)
      Sequences are typically modelled with recurrent architectures, but growing research is finding convolutional architectures to also work well for sequence modelling [1]. We explore the performance of Temporal Convolutional ...