Adding Features To Time Series Model LSTM

have been reading up a bit on LSTM's and their use for time series and its been interesting but difficult at the same time. One thing I have had difficulties with understanding is the approach to adding additional features to what is already a list of time series features. Assuming you have your dataset up like this: t-3,t-2,t-1,Output Now lets say you know you have a feature that does affect the