Alternatives to LSTM
Options that appear in the same research papers as LSTM, by co-occurrence.
| Alternative | Papers (with LSTM) | Avg viability |
|---|---|---|
| CNN | 4 | — |
| Transformer | 2 | — |
| PyTorch | 1 | — |
| Transformers | 1 | — |
| BERT | 1 | — |
| MLP | 1 | — |
| Deep Evidential Regression | 1 | — |
| Conformal Prediction | 1 | — |
| T-LSTM | 1 | — |
| Attention-augmented LSTM | 1 | — |
| MIMIC-IV | 1 | — |
| S4 | 1 | — |
| S5 | 1 | — |
| attention-augmented LSTM | 1 | — |
| Adaptive PCA | 1 | — |
| H3 | 1 | — |
| EEGXF | 1 | — |
| ProbFM | 1 | — |
| Deep Evidential Regression (DER) | 1 | — |
| Gaussian NLL | 1 | — |
| Students-t NLL | 1 | — |
| Quantile Loss | 1 | — |
| time-aware LSTM | 1 | — |
| ExiD | 1 | — |
| Tiny Time Mixers | 1 | — |
| MOIRAI | 1 | — |
| MOMENT | 1 | — |
| TimesFM | 1 | — |
| ARIMA | 1 | — |
| CNN-LSTM | 1 | — |