├── .DS_Store ├── README.md ├── deepsleepnet ├── .DS_Store ├── compute_sleepedfsc_performance.m ├── compute_sleepedfst_performance.m ├── data_split_sleepedf_sc.mat ├── data_split_sleepedf_st.mat ├── examples_evaluation.m ├── genlist_sleepedf_sc.m ├── genlist_sleepedf_st.m ├── preprare_data_sleepedf_sc.m ├── preprare_data_sleepedf_st.m └── tensorflow │ ├── .DS_Store │ ├── .idea │ ├── encodings.xml │ ├── inspectionProfiles │ │ └── Project_Default.xml │ ├── misc.xml │ ├── modules.xml │ ├── tensorflow.iml │ └── workspace.xml │ └── deepsleepnet │ ├── __pycache__ │ ├── datagenerator_from_list_v2.cpython-35.pyc │ ├── deepsleepnet.cpython-35.pyc │ ├── deepsleepnet_config.cpython-35.pyc │ └── nn_basic_layers.cpython-35.pyc │ ├── datagenerator_from_list_v2.py │ ├── deepsleepnet.py │ ├── deepsleepnet_config.py │ ├── finetune_all.sh │ ├── finetune_softmax.sh │ ├── finetune_softmax_EPB.sh │ ├── finetune_softmax_SPB.sh │ ├── nn_basic_layers.py │ ├── test_deepsleepnet.py │ ├── train_deepsleepnet.py │ └── train_scratch.sh ├── edf_reader ├── edfread.m └── edfreadUntilDone.m ├── figure ├── .DS_Store ├── Sleep_Transfer.png ├── deepsleepnet_finetuning.png └── seqsleepnet_finetuning.png ├── metrics ├── binary_metrics.m ├── calculate_classwise_sens_sel.m ├── calculate_overall_metrics.m ├── classwise_metrics.m └── cohensKappa.m ├── seqsleepnet ├── .DS_Store ├── compute_sleepedfsc_performance.m ├── compute_sleepedfst_performance.m ├── data_split_sleepedf_sc.mat ├── data_split_sleepedf_st.mat ├── examples_evaluation.m ├── genlist_sleepedf_sc.m ├── genlist_sleepedf_st.m ├── preprare_data_sleepedf_sc.m ├── preprare_data_sleepedf_st.m ├── softmax.m └── tensorflow │ ├── .DS_Store │ ├── .idea │ ├── encodings.xml │ ├── inspectionProfiles │ │ └── Project_Default.xml │ ├── misc.xml │ ├── modules.xml │ ├── tensorflow.iml │ └── workspace.xml │ ├── __pretrained_models │ ├── .DS_Store │ ├── 1chan_eeg │ │ ├── .DS_Store │ │ └── checkpoint │ │ │ ├── checkpoint │ │ │ ├── pretrained_model.ckpt.data-00000-of-00001 │ │ │ ├── pretrained_model.ckpt.index │ │ │ └── pretrained_model.ckpt.meta │ ├── 1chan_eog │ │ ├── .DS_Store │ │ └── checkpoint │ │ │ ├── checkpoint │ │ │ ├── pretrained_model.ckpt.data-00000-of-00001 │ │ │ ├── pretrained_model.ckpt.index │ │ │ └── pretrained_model.ckpt.meta │ └── 2chan_eegeog │ │ ├── .DS_Store │ │ └── checkpoint │ │ ├── checkpoint │ │ ├── pretrained_model.ckpt.data-00000-of-00001 │ │ ├── pretrained_model.ckpt.index │ │ └── pretrained_model.ckpt.meta │ └── seqsleepnet │ ├── bnlstm.py │ ├── datagenerator_from_list_v2.py │ ├── filterbank_shape.py │ ├── finetune_all.sh │ ├── finetune_softmax.sh │ ├── finetune_softmax_EPB.sh │ ├── finetune_softmax_SPB.sh │ ├── nn_basic_layers.py │ ├── seqsleepnet.py │ ├── seqsleepnet_config.py │ ├── test_seqsleepnet.py │ ├── train_scratch.sh │ └── train_seqsleepnet.py ├── sleepedfx_meta ├── .DS_Store ├── SC4001E0 │ └── info │ │ ├── SC4001E0.txt │ │ ├── hyp_start_time.txt │ │ ├── lights_off_time.txt │ │ ├── lights_on_time.txt │ │ ├── rec_start_time.txt │ │ └── rec_stop_time.txt ├── SC4002E0 │ └── info │ │ ├── SC4002E0.txt │ │ ├── hyp_start_time.txt │ │ ├── lights_off_time.txt │ │ ├── lights_on_time.txt │ │ ├── rec_start_time.txt │ │ └── rec_stop_time.txt ├── SC4011E0 │ └── info │ │ ├── SC4011E0.txt │ │ ├── hyp_start_time.txt │ │ ├── lights_off_time.txt │ │ ├── lights_on_time.txt │ │ ├── rec_start_time.txt │ │ └── rec_stop_time.txt ├── SC4012E0 │ └── info │ │ ├── SC4012E0.txt │ │ ├── hyp_start_time.txt │ │ ├── lights_off_time.txt │ │ ├── lights_on_time.txt │ │ ├── rec_start_time.txt │ │ └── rec_stop_time.txt ├── SC4021E0 │ └── info │ │ ├── SC4021E0.txt │ │ ├── hyp_start_time.txt │ │ ├── lights_off_time.txt │ │ ├── lights_on_time.txt │ │ ├── rec_start_time.txt │ │ └── rec_stop_time.txt ├── SC4022E0 │ └── info │ │ ├── SC4022E0.txt │ │ ├── hyp_start_time.txt │ │ ├── lights_off_time.txt │ │ ├── lights_on_time.txt │ │ ├── rec_start_time.txt │ │ └── rec_stop_time.txt ├── SC4031E0 │ └── info │ │ ├── SC4031E0.txt │ │ ├── hyp_start_time.txt │ │ ├── lights_off_time.txt │ │ ├── lights_on_time.txt │ │ ├── rec_start_time.txt │ │ └── rec_stop_time.txt ├── SC4032E0 │ └── info │ │ ├── SC4032E0.txt │ │ ├── hyp_start_time.txt │ │ ├── lights_off_time.txt │ │ ├── lights_on_time.txt │ │ ├── rec_start_time.txt │ │ └── rec_stop_time.txt ├── SC4041E0 │ └── info │ │ ├── SC4041E0.txt │ │ ├── hyp_start_time.txt │ │ ├── lights_off_time.txt │ │ ├── lights_on_time.txt │ │ ├── rec_start_time.txt │ │ └── rec_stop_time.txt ├── SC4042E0 │ └── info │ │ ├── SC4042E0.txt │ │ ├── hyp_start_time.txt │ │ ├── lights_off_time.txt │ │ ├── lights_on_time.txt │ │ ├── rec_start_time.txt │ │ └── rec_stop_time.txt ├── SC4051E0 │ └── info │ │ ├── SC4051E0.txt │ │ ├── hyp_start_time.txt │ │ ├── lights_off_time.txt │ │ ├── lights_on_time.txt │ │ ├── rec_start_time.txt │ │ └── rec_stop_time.txt ├── SC4052E0 │ └── info │ │ ├── SC4052E0.txt │ │ ├── hyp_start_time.txt │ │ ├── lights_off_time.txt │ │ ├── lights_on_time.txt │ │ ├── rec_start_time.txt │ │ └── rec_stop_time.txt ├── SC4061E0 │ └── info │ │ ├── SC4061E0.txt │ │ ├── hyp_start_time.txt │ │ ├── lights_off_time.txt │ │ ├── lights_on_time.txt │ │ ├── rec_start_time.txt │ │ └── rec_stop_time.txt ├── SC4062E0 │ └── info │ │ ├── SC4062E0.txt │ │ ├── hyp_start_time.txt │ │ ├── lights_off_time.txt │ │ ├── lights_on_time.txt │ │ ├── rec_start_time.txt │ │ └── rec_stop_time.txt ├── SC4071E0 │ └── info │ │ ├── SC4071E0.txt │ │ ├── hyp_start_time.txt │ │ ├── lights_off_time.txt │ │ ├── lights_on_time.txt │ │ ├── rec_start_time.txt │ │ └── rec_stop_time.txt ├── SC4072E0 │ └── info │ │ ├── SC4072E0.txt │ │ ├── hyp_start_time.txt │ │ ├── lights_off_time.txt │ │ ├── lights_on_time.txt │ │ ├── rec_start_time.txt │ │ └── rec_stop_time.txt ├── SC4081E0 │ └── info │ │ ├── SC4081E0.txt │ │ ├── hyp_start_time.txt │ │ ├── lights_off_time.txt │ │ ├── lights_on_time.txt │ │ ├── rec_start_time.txt │ │ └── rec_stop_time.txt ├── SC4082E0 │ └── info │ │ ├── SC4082E0.txt │ │ ├── hyp_start_time.txt │ │ ├── lights_off_time.txt │ │ ├── lights_on_time.txt │ │ ├── rec_start_time.txt │ │ └── rec_stop_time.txt ├── SC4091E0 │ └── info │ │ ├── SC4091E0.txt │ │ ├── hyp_start_time.txt │ │ ├── lights_off_time.txt │ │ ├── lights_on_time.txt │ │ ├── rec_start_time.txt │ │ └── rec_stop_time.txt ├── SC4092E0 │ └── info │ │ ├── SC4092E0.txt │ │ ├── hyp_start_time.txt │ │ ├── lights_off_time.txt │ │ ├── lights_on_time.txt │ │ ├── rec_start_time.txt │ │ └── rec_stop_time.txt ├── SC4101E0 │ └── info │ │ ├── SC4101E0.txt │ │ ├── hyp_start_time.txt │ │ ├── lights_off_time.txt │ │ ├── lights_on_time.txt │ │ ├── rec_start_time.txt │ │ └── rec_stop_time.txt ├── SC4102E0 │ └── info │ │ ├── SC4102E0.txt │ │ ├── hyp_start_time.txt │ │ ├── lights_off_time.txt │ │ ├── lights_on_time.txt │ │ ├── rec_start_time.txt │ │ └── rec_stop_time.txt ├── SC4111E0 │ └── info │ │ ├── SC4111E0.txt │ │ ├── hyp_start_time.txt │ │ ├── lights_off_time.txt │ │ ├── lights_on_time.txt │ │ ├── rec_start_time.txt │ │ └── rec_stop_time.txt ├── SC4112E0 │ └── info │ │ ├── SC4112E0.txt │ │ ├── hyp_start_time.txt │ │ ├── lights_off_time.txt │ │ ├── lights_on_time.txt │ │ ├── rec_start_time.txt │ │ └── rec_stop_time.txt ├── SC4121E0 │ └── info │ │ ├── SC4121E0.txt │ │ ├── hyp_start_time.txt │ │ ├── lights_off_time.txt │ │ ├── lights_on_time.txt │ │ ├── rec_start_time.txt │ │ └── rec_stop_time.txt ├── SC4122E0 │ └── info │ │ ├── SC4122E0.txt │ │ ├── hyp_start_time.txt │ │ ├── lights_off_time.txt │ │ ├── lights_on_time.txt │ │ ├── rec_start_time.txt │ │ └── rec_stop_time.txt ├── SC4131E0 │ └── info │ │ ├── SC4131E0.txt │ │ ├── hyp_start_time.txt │ │ ├── lights_off_time.txt │ │ ├── lights_on_time.txt │ │ ├── rec_start_time.txt │ │ └── rec_stop_time.txt ├── SC4141E0 │ └── info │ │ ├── SC4141E0.txt │ │ ├── hyp_start_time.txt │ │ ├── lights_off_time.txt │ │ ├── lights_on_time.txt │ │ ├── rec_start_time.txt │ │ └── rec_stop_time.txt ├── SC4142E0 │ └── info │ │ ├── SC4142E0.txt │ │ ├── hyp_start_time.txt │ │ ├── lights_off_time.txt │ │ ├── lights_on_time.txt │ │ ├── rec_start_time.txt │ │ └── rec_stop_time.txt ├── SC4151E0 │ └── info │ │ ├── SC4151E0.txt │ │ ├── hyp_start_time.txt │ │ ├── lights_off_time.txt │ │ ├── lights_on_time.txt │ │ ├── rec_start_time.txt │ │ └── rec_stop_time.txt ├── SC4152E0 │ └── info │ │ ├── SC4152E0.txt │ │ ├── hyp_start_time.txt │ │ ├── lights_off_time.txt │ │ ├── lights_on_time.txt │ │ ├── rec_start_time.txt │ │ └── rec_stop_time.txt ├── SC4161E0 │ └── info │ │ ├── SC4161E0.txt │ │ ├── hyp_start_time.txt │ │ ├── lights_off_time.txt │ │ ├── lights_on_time.txt │ │ ├── rec_start_time.txt │ │ └── rec_stop_time.txt ├── SC4162E0 │ └── info │ │ ├── SC4162E0.txt │ │ ├── hyp_start_time.txt │ │ ├── lights_off_time.txt │ │ ├── lights_on_time.txt │ │ ├── rec_start_time.txt │ │ └── rec_stop_time.txt ├── SC4171E0 │ └── info │ │ ├── SC4171E0.txt │ │ ├── hyp_start_time.txt │ │ ├── lights_off_time.txt │ │ ├── lights_on_time.txt │ │ ├── rec_start_time.txt │ │ └── rec_stop_time.txt ├── SC4172E0 │ └── info │ │ ├── SC4172E0.txt │ │ ├── hyp_start_time.txt │ │ ├── lights_off_time.txt │ │ ├── lights_on_time.txt │ │ ├── rec_start_time.txt │ │ └── rec_stop_time.txt ├── SC4181E0 │ └── info │ │ ├── SC4181E0.txt │ │ ├── hyp_start_time.txt │ │ ├── lights_off_time.txt │ │ ├── lights_on_time.txt │ │ ├── rec_start_time.txt │ │ └── rec_stop_time.txt ├── SC4182E0 │ └── info │ │ ├── SC4182E0.txt │ │ ├── hyp_start_time.txt │ │ ├── lights_off_time.txt │ │ ├── lights_on_time.txt │ │ ├── rec_start_time.txt │ │ └── rec_stop_time.txt ├── SC4191E0 │ └── info │ │ ├── SC4191E0.txt │ │ ├── hyp_start_time.txt │ │ ├── lights_off_time.txt │ │ ├── lights_on_time.txt │ │ ├── rec_start_time.txt │ │ └── rec_stop_time.txt ├── SC4192E0 │ └── info │ │ ├── SC4192E0.txt │ │ ├── hyp_start_time.txt │ │ ├── lights_off_time.txt │ │ ├── lights_on_time.txt │ │ ├── rec_start_time.txt │ │ └── rec_stop_time.txt ├── ST7011J0 │ └── info │ │ ├── ST7011J0.txt │ │ ├── hyp_start_time.txt │ │ ├── lights_off_time.txt │ │ ├── lights_on_time.txt │ │ ├── rec_start_time.txt │ │ └── rec_stop_time.txt ├── ST7022J0 │ └── info │ │ ├── ST7022J0.txt │ │ ├── hyp_start_time.txt │ │ ├── lights_off_time.txt │ │ ├── lights_on_time.txt │ │ ├── rec_start_time.txt │ │ └── rec_stop_time.txt ├── ST7041J0 │ └── info │ │ ├── ST7041J0.txt │ │ ├── hyp_start_time.txt │ │ ├── lights_off_time.txt │ │ ├── lights_on_time.txt │ │ ├── rec_start_time.txt │ │ └── rec_stop_time.txt ├── ST7052J0 │ └── info │ │ ├── ST7052J0.txt │ │ ├── hyp_start_time.txt │ │ ├── lights_off_time.txt │ │ ├── lights_on_time.txt │ │ ├── rec_start_time.txt │ │ └── rec_stop_time.txt ├── ST7061J0 │ └── info │ │ ├── ST7061J0.txt │ │ ├── hyp_start_time.txt │ │ ├── lights_off_time.txt │ │ ├── lights_on_time.txt │ │ ├── rec_start_time.txt │ │ └── rec_stop_time.txt ├── ST7071J0 │ └── info │ │ ├── ST7071J0.txt │ │ ├── hyp_start_time.txt │ │ ├── lights_off_time.txt │ │ ├── lights_on_time.txt │ │ ├── rec_start_time.txt │ │ └── rec_stop_time.txt ├── ST7082J0 │ └── info │ │ ├── ST7082J0.txt │ │ ├── hyp_start_time.txt │ │ ├── lights_off_time.txt │ │ ├── lights_on_time.txt │ │ ├── rec_start_time.txt │ │ └── rec_stop_time.txt ├── ST7092J0 │ └── info │ │ ├── ST7092J0.txt │ │ ├── hyp_start_time.txt │ │ ├── lights_off_time.txt │ │ ├── lights_on_time.txt │ │ ├── rec_start_time.txt │ │ └── rec_stop_time.txt ├── ST7101J0 │ └── info │ │ ├── ST7101J0.txt │ │ ├── hyp_start_time.txt │ │ ├── lights_off_time.txt │ │ ├── lights_on_time.txt │ │ ├── rec_start_time.txt │ │ └── rec_stop_time.txt ├── ST7112J0 │ └── info │ │ ├── ST7112J0.txt │ │ ├── hyp_start_time.txt │ │ ├── lights_off_time.txt │ │ ├── lights_on_time.txt │ │ ├── rec_start_time.txt │ │ └── rec_stop_time.txt ├── ST7121J0 │ └── info │ │ ├── ST7121J0.txt │ │ ├── hyp_start_time.txt │ │ ├── lights_off_time.txt │ │ ├── lights_on_time.txt │ │ ├── rec_start_time.txt │ │ └── rec_stop_time.txt ├── ST7132J0 │ └── info │ │ ├── ST7132J0.txt │ │ ├── hyp_start_time.txt │ │ ├── lights_off_time.txt │ │ ├── lights_on_time.txt │ │ ├── rec_start_time.txt │ │ └── rec_stop_time.txt ├── ST7141J0 │ └── info │ │ ├── ST7141J0.txt │ │ ├── hyp_start_time.txt │ │ ├── lights_off_time.txt │ │ ├── lights_on_time.txt │ │ ├── rec_start_time.txt │ │ └── rec_stop_time.txt ├── ST7151J0 │ └── info │ │ ├── ST7151J0.txt │ │ ├── hyp_start_time.txt │ │ ├── lights_off_time.txt │ │ ├── lights_on_time.txt │ │ ├── rec_start_time.txt │ │ └── rec_stop_time.txt ├── ST7162J0 │ └── info │ │ ├── ST7162J0.txt │ │ ├── hyp_start_time.txt │ │ ├── lights_off_time.txt │ │ ├── lights_on_time.txt │ │ ├── rec_start_time.txt │ │ └── rec_stop_time.txt ├── ST7171J0 │ └── info │ │ ├── ST7171J0.txt │ │ ├── hyp_start_time.txt │ │ ├── lights_off_time.txt │ │ ├── lights_on_time.txt │ │ ├── rec_start_time.txt │ │ └── rec_stop_time.txt ├── ST7182J0 │ └── info │ │ ├── ST7182J0.txt │ │ ├── hyp_start_time.txt │ │ ├── lights_off_time.txt │ │ ├── lights_on_time.txt │ │ ├── rec_start_time.txt │ │ └── rec_stop_time.txt ├── ST7192J0 │ └── info │ │ ├── ST7192J0.txt │ │ ├── hyp_start_time.txt │ │ ├── lights_off_time.txt │ │ ├── lights_on_time.txt │ │ ├── rec_start_time.txt │ │ └── rec_stop_time.txt ├── ST7201J0 │ └── info │ │ ├── ST7201J0.txt │ │ ├── hyp_start_time.txt │ │ ├── lights_off_time.txt │ │ ├── lights_on_time.txt │ │ ├── rec_start_time.txt │ │ └── rec_stop_time.txt ├── ST7212J0 │ └── info │ │ ├── ST7212J0.txt │ │ ├── hyp_start_time.txt │ │ ├── lights_off_time.txt │ │ ├── lights_on_time.txt │ │ ├── rec_start_time.txt │ │ └── rec_stop_time.txt ├── ST7221J0 │ └── info │ │ ├── ST7221J0.txt │ │ ├── hyp_start_time.txt │ │ ├── lights_off_time.txt │ │ ├── lights_on_time.txt │ │ ├── rec_start_time.txt │ │ └── rec_stop_time.txt └── ST7241J0 │ ├── .DS_Store │ └── info │ ├── ST7241J0.txt │ ├── hyp_start_time.txt │ ├── lights_off_time.txt │ ├── lights_on_time.txt │ ├── rec_start_time.txt │ └── rec_stop_time.txt └── sleepedfx_utils ├── edfx_dir2sub.m ├── edfx_hypnogram2label.m ├── 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