Transfer_Learning_On_EEG_BCI

There are many transfer learning algorithms used on EEG-based BCI in this repository.

Name		Name	Last commit message	Last commit date
Latest commit History 59 Commits
.ipynb_checkpoints		.ipynb_checkpoints
__pycache__		__pycache__
ATCNet_BCIIV2a.ipynb		ATCNet_BCIIV2a.ipynb
ATCNet_Hadi1_Cross&within_2class.ipynb		ATCNet_Hadi1_Cross&within_2class.ipynb
ATCNet_Hadi1_Cross&within_4class.ipynb		ATCNet_Hadi1_Cross&within_4class.ipynb
ATCNet_Hadi1_Cross&within_5Class.ipynb		ATCNet_Hadi1_Cross&within_5Class.ipynb
ATCNet_Hadi1_Cross&within_6Class.ipynb		ATCNet_Hadi1_Cross&within_6Class.ipynb
ATCNet_Hadi2_2Class.ipynb		ATCNet_Hadi2_2Class.ipynb
ATCNet_Hadi2_3Class_FS.ipynb		ATCNet_Hadi2_3Class_FS.ipynb
ATCNet_Hadi2_3Class_LS.ipynb		ATCNet_Hadi2_3Class_LS.ipynb
ATCNet_Hadi2_3Class_RS.ipynb		ATCNet_Hadi2_3Class_RS.ipynb
ATCNet_Hadi2_4Class_FS.ipynb		ATCNet_Hadi2_4Class_FS.ipynb
ATCNet_Hadi2_4Class_LS.ipynb		ATCNet_Hadi2_4Class_LS.ipynb
ATCNet_Hadi2_4Class_RS.ipynb		ATCNet_Hadi2_4Class_RS.ipynb
ATCNet_Hadi2_7Class.ipynb		ATCNet_Hadi2_7Class.ipynb
ATCNet_Hadi2_8Class.ipynb		ATCNet_Hadi2_8Class.ipynb
All_data_features.pickle		All_data_features.pickle
BCI_11 - Phase2_Zhang_6_class_Augumented.ipynb		BCI_11 - Phase2_Zhang_6_class_Augumented.ipynb
BCI_11 - Phase2_Zhang_6_class_Tra_Lear.ipynb		BCI_11 - Phase2_Zhang_6_class_Tra_Lear.ipynb
Basic_Model.ipynb		Basic_Model.ipynb
Basic_Model_Hadi.ipynb		Basic_Model_Hadi.ipynb
Best_hyperparameters_CS_Hadi.txt		Best_hyperparameters_CS_Hadi.txt
CWT_CNN_BCIIV2a_Cross&within.ipynb		CWT_CNN_BCIIV2a_Cross&within.ipynb
EEG-TCNet_BCIIV2a.ipynb		EEG-TCNet_BCIIV2a.ipynb
EEG-TCNet_PhaseI_Hadi1_Cross&within.ipynb		EEG-TCNet_PhaseI_Hadi1_Cross&within.ipynb
EEGNet_BCIIV2a_Cross&within.ipynb		EEGNet_BCIIV2a_Cross&within.ipynb
EEGNet_Hadi1_Cross&within_6Class.ipynb		EEGNet_Hadi1_Cross&within_6Class.ipynb
EEGNet_PhaseI_Hadi1_Cross&within.ipynb		EEGNet_PhaseI_Hadi1_Cross&within.ipynb
EEGNet_PhaseI_Hadi2_Cross&within.ipynb		EEGNet_PhaseI_Hadi2_Cross&within.ipynb
FB_CNN.ipynb		FB_CNN.ipynb
FB_Zhang_2019.ipynb		FB_Zhang_2019.ipynb
LICENSE		LICENSE
Lawhern_EEGNet_IV_2a.ipynb		Lawhern_EEGNet_IV_2a.ipynb
Lawhern_EEGNet_IV_2a_V3.ipynb		Lawhern_EEGNet_IV_2a_V3.ipynb
Model_TestID_4.keras		Model_TestID_4.keras
P1.jpg		P1.jpg
P10.jpg		P10.jpg
P10_F1_WS.jpg		P10_F1_WS.jpg
P10_F2_WS.jpg		P10_F2_WS.jpg
P10_F3_WS.jpg		P10_F3_WS.jpg
P10_F4_WS.jpg		P10_F4_WS.jpg
P10_F5_WS.jpg		P10_F5_WS.jpg
P11.jpg		P11.jpg
P11_F1_WS.jpg		P11_F1_WS.jpg
P11_F2_WS.jpg		P11_F2_WS.jpg
P11_F3_WS.jpg		P11_F3_WS.jpg
P11_F4_WS.jpg		P11_F4_WS.jpg
P11_F5_WS.jpg		P11_F5_WS.jpg
P12.jpg		P12.jpg
P12_F1_WS.jpg		P12_F1_WS.jpg
P12_F2_WS.jpg		P12_F2_WS.jpg
P12_F3_WS.jpg		P12_F3_WS.jpg
P12_F4_WS.jpg		P12_F4_WS.jpg
P12_F5_WS.jpg		P12_F5_WS.jpg
P13.jpg		P13.jpg
P13_F1_WS.jpg		P13_F1_WS.jpg
P13_F2_WS.jpg		P13_F2_WS.jpg
P13_F3_WS.jpg		P13_F3_WS.jpg
P13_F4_WS.jpg		P13_F4_WS.jpg
P13_F5_WS.jpg		P13_F5_WS.jpg
P14.jpg		P14.jpg
P14_F1_WS.jpg		P14_F1_WS.jpg
P14_F2_WS.jpg		P14_F2_WS.jpg
P14_F3_WS.jpg		P14_F3_WS.jpg
P14_F4_WS.jpg		P14_F4_WS.jpg
P14_F5_WS.jpg		P14_F5_WS.jpg
P15.jpg		P15.jpg
P15_F1_WS.jpg		P15_F1_WS.jpg
P15_F2_WS.jpg		P15_F2_WS.jpg
P15_F3_WS.jpg		P15_F3_WS.jpg
P15_F4_WS.jpg		P15_F4_WS.jpg
P15_F5_WS.jpg		P15_F5_WS.jpg
P1_F1_WS.jpg		P1_F1_WS.jpg
P1_F2_WS.jpg		P1_F2_WS.jpg
P1_F3_WS.jpg		P1_F3_WS.jpg
P1_F4_WS.jpg		P1_F4_WS.jpg
P1_F5_WS.jpg		P1_F5_WS.jpg
P2.jpg		P2.jpg
P2_F1_WS.jpg		P2_F1_WS.jpg
P2_F2_WS.jpg		P2_F2_WS.jpg
P2_F3_WS.jpg		P2_F3_WS.jpg
P2_F4_WS.jpg		P2_F4_WS.jpg
P2_F5_WS.jpg		P2_F5_WS.jpg
P3.jpg		P3.jpg
P3_F1_WS.jpg		P3_F1_WS.jpg
P3_F2_WS.jpg		P3_F2_WS.jpg
P3_F3_WS.jpg		P3_F3_WS.jpg
P3_F4_WS.jpg		P3_F4_WS.jpg
P3_F5_WS.jpg		P3_F5_WS.jpg
P4.jpg		P4.jpg
P4_F1_WS.jpg		P4_F1_WS.jpg
P4_F2_WS.jpg		P4_F2_WS.jpg
P4_F3_WS.jpg		P4_F3_WS.jpg
P4_F4_WS.jpg		P4_F4_WS.jpg
P4_F5_WS.jpg		P4_F5_WS.jpg
P5.jpg		P5.jpg
P5_F1_WS.jpg		P5_F1_WS.jpg
P5_F2_WS.jpg		P5_F2_WS.jpg
P5_F3_WS.jpg		P5_F3_WS.jpg
P5_F4_WS.jpg		P5_F4_WS.jpg

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