Before revision:  Convolutional neural networks can do time series forecasting . They can learn local patterns in time , and they can be modified to learn only from the history (ignoring the future) and to use a long look-back window when doing so.
After revision:  Convolutional neural networks can do time series forecasting , since they can learn local patterns in time , and they can be modified to learn only from the history (ignoring the future) and to use a long look-back window when doing so.