TimeSeriesClassification(TSC)isanimportantandchallenging problemindatamining.Withtheincreaseoftimeseriesdataavailability,hundredsofTSCalgorithmshavebeenproposed.Amongthesemethods,onlya fewhaveconsideredDeepNeuralNetworks(DNNs)toperformthistask.This issur