Deep Residual Bidir-LSTM for Human Activity Recognition Using Wearable Sensors

Figure 3

Standard bidirectional LSTM structure. For a bidirectional layer, it gets information from vertical direction (lower layer) and horizontal direction (past and future) and finally outputs the processed information for the upper layer.