Fig. 3From: Exploring spatial-frequency-sequential relationships for motor imagery classification with recurrent neural networkThe LSTM unit architecture. In a LSTM unit, input, output and forget gates are used to retain memory contents; these gates also prevent the irrelevant inputs and outputs from entering the memory. Thus, the unit stores the long term memory features of the time-series dataBack to article page