Dynamical systems reconstruction on EEG 64d
2.1DstspshPLRNN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| shPLRNNTeacher Forcing=generalized teacher forcing (GTF), Number of parameters=179522024.10 | 2.1 | 0.11 | |
| AL-RNNTeacher Forcing=identity teacher forcing (id-TF), Number of parameters=179552024.10 | 2.6 | 0.14 | |
| dendPLRNNTeacher Forcing=identity teacher forcing (id-TF), Number of parameters=180992024.10 | 3 | 0.13 | |
| Long Expressive MemoryNumber of parameters=183042024.10 | 10.2 | 0.38 | |
| Reservoir ComputerNumber of parameters=286722024.10 | 14 | 0.54 | |
| Neural-ODENumber of parameters=179952024.10 | 20 | 0.47 | |
| LSTM-TBPTTNumber of parameters=515842024.10 | 30 | 0.2 |