Table 1.
Categorization of DL applied in structural bioinformatics
| DL types | Research area | References |
|---|---|---|
| DNN | Protein structure | [62, 138] |
| RNN | Protein structure Protein classification | [94, 95] |
| Modified neural network | Protein structure | [139] |
| Convolutional neural network | Protein function Predicting DNA–Protein binding | [84, 140] |
| FNN | Classification of amino acids | [116] |
| PNN | Protein–Protein interaction Prediction | [141] |
| ANN | Predicting protein subcellular location | [142] |
| Multilayer perceptron (NN) | Protein disorder prediction | [143] |
| Radial Neural Network | Protein Structure | [101, 144] |
| MNN | Multitasking model for QSAR | [106] |