Figure 4.

Proposed architecture for gait abnormalities detection—each sensor signal is processed by a dedicated channel consisting of a convolutional neural network (CNN) and a bidirectional long short-term memory (LSTM) network. The architecture utilizes feature-level fusion of multiple sensor signals.