Skip to main content
. 2022 Oct 24;82(12):17879–17903. doi: 10.1007/s11042-022-14043-z

Table 8.

Comparison of relationships between CNN, RNN ANN networks

Method RNN LSTM CNN ANN
Features and application
Data Series Data (time series, text, audio) Series Data (time series, text, audio) Image, Video Tabular Data
Feedback relationship YES YES NO NO
Parameter sharing YES YES YES NO
Spatial relationships NO NO YES NO
Vanishing and exploding gradient YES NO YESS YES
Deep Learning Neural Network YES YES YES NO
Criteria Evaluation (confusion matrix) YES YES YES YES