Numerous studies on time series prediction have been undertaken by a lot of researchers. Most of them typically used uni-directional computation çow, i.e., present signals are applied to the model as an input and predicted future signals are derived from the model as an output. On the contrary, bi-directional computation style is proposed recently and applied to prediction tasks. A bi-direction...