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Table 1 Statistics of DL models in seven domains of financial applications

From: Deep learning in finance and banking: A literature review and classification

  ANN/DNN/FNN/MLP CNN LSTM RNN(O) RL DBN RBM Total
1 Exchange rate prediction 3 1 0 0 0 2 0 6
2 Stock market prediction 6 3 7 4 0 0 2 22
3 Stock trading 6 1 3 3 6 0 0 19
4 Banking default risk and credit 3 1 1 0 1 0 0 6
5 Portfolio management 1 0 0 1 1 0 0 3
6 Macroeconomic prediction 2 0 0 0 0 0 0 2
7 Oil price prediction 1 0 0 0 0 0 0 1
Total 22 6 11 8 8 2 2 59