CNN can do time-series forecast??

CodePudding user response:

CNN early can do time series analysis, because conventional convolution convolution kernels size limit cannot capture long relationship, but the expansion of convolution, enlarged the receptive field, has very good effect on many tasks, speech synthesis wavenet 16 years, 16 years convolution TCN network, 17 years Facebook machine translation convolution sequence to sequence, speech separation TasNet 18 years,