Detection of Sleep Apnea from Single-Lead ECG Signal Using a Time Window Artificial Neural Network

Figure 3

Time window MLP algorithm scheme. The upper part of MLP input represents past information and the lower part of MLP input represents current information. In this study, the time window is 5, and the hidden layer of our final model has 181 nodes based on the Kolmogorov superposition theorem.