@conference{282, keywords = {Temporal Convolutional Networks, (TCNs)}, author = {Dewald Krynauw and Marelie Davel and Stefan Lotz}, title = {Solar flare prediction with temporal convolutional networks (Work in progress)}, abstract = {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 Networks (TCNs) when applied to an important sequence modelling task: solar flare prediction. We take this approach, as our future goal is to apply techniques developed for probing and interpreting general convolutional neural networks (CNNs) to solar flare prediction.}, year = {2019}, journal = {South African Forum for Artificial Intelligence Research (FAIR)}, chapter = {Work in progress}, publisher = {CEUR workshop proceedings}, isbn = {1613-0073}, }