├── .gitignore ├── .history ├── Generation │ ├── eegdatasets_leaveone_20241119162326.py │ ├── eegdatasets_leaveone_20250630212033.py │ └── eegdatasets_leaveone_20250630212034.py ├── README_20241119162327.md ├── README_20250630211911.md ├── README_20250630211913.md ├── README_20250630211923.md ├── README_20250630211941.md ├── README_20250630211945.md ├── README_20250630211949.md ├── README_20250630212153.md ├── README_20250630212234.md ├── README_20250701231123.md ├── README_20250701231129.md ├── README_20250701231212.md ├── README_20250701231216.md ├── README_20250701231219.md ├── README_20250701231222.md ├── README_20250701231224.md ├── README_20250701231226.md └── README_20250701231230.md ├── EEG-preprocessing ├── preprocessing.py └── preprocessing_utils.py ├── Generation ├── 1x1024_reconstruct_sdxl.ipynb ├── ATMS_reconstruction.py ├── EEGNetV4_Generation_metrics_sub8.ipynb ├── GIT_caption_batch.ipynb ├── Generation_metrics_sub8.ipynb ├── NICE_Generation_metrics_sub8.ipynb ├── Reconstruction_Metrics_ATM.ipynb ├── custom_pipeline.py ├── custom_pipeline_low_level.py ├── data_config.json ├── diffusion_prior.py ├── eegdatasets_leaveone.py ├── eegdatasets_leaveone_latent_vae_no_average.py ├── image_adapter.ipynb ├── loss.py ├── subject_layers │ ├── AutoCorrelation.py │ ├── Autoformer_EncDec.py │ ├── Conv_Blocks.py │ ├── Crossformer_EncDec.py │ ├── ETSformer_EncDec.py │ ├── Embed.py │ ├── FourierCorrelation.py │ ├── MultiWaveletCorrelation.py │ ├── Pyraformer_EncDec.py │ ├── SelfAttention_Family.py │ ├── StandardNorm.py │ ├── Transformer_EncDec.py │ ├── __init__.py │ └── __pycache__ │ │ ├── Embed.cpython-310.pyc │ │ ├── SelfAttention_Family.cpython-310.pyc │ │ ├── Transformer_EncDec.cpython-310.pyc │ │ └── __init__.cpython-310.pyc ├── train_vae_latent_512_low_level_no_average.py ├── util.py ├── utils.py └── utils │ ├── __init__.py │ ├── __pycache__ │ ├── __init__.cpython-310.pyc │ └── masking.cpython-310.pyc │ ├── masking.py │ ├── metrics.py │ ├── timefeatures.py │ └── tools.py ├── LICENSE ├── MEG-preprocessing └── pre_possess.ipynb ├── README.md ├── Retrieval ├── ATME_retrieval.py ├── ATMS_retrieval.py ├── ATMS_retrieval_joint_train.py ├── contrast_retrieval.py ├── data_config.json ├── eegdatasets_joint_subjects.py ├── eegdatasets_leaveone.py ├── loss.py ├── subject_layers │ ├── AutoCorrelation.py │ ├── Autoformer_EncDec.py │ ├── Conv_Blocks.py │ ├── Crossformer_EncDec.py │ ├── ETSformer_EncDec.py │ ├── Embed.py │ ├── FourierCorrelation.py │ ├── MultiWaveletCorrelation.py │ ├── Pyraformer_EncDec.py │ ├── SelfAttention_Family.py │ ├── StandardNorm.py │ ├── Transformer_EncDec.py │ ├── __init__.py │ └── __pycache__ │ │ ├── Embed.cpython-310.pyc │ │ ├── SelfAttention_Family.cpython-310.pyc │ │ ├── Transformer_EncDec.cpython-310.pyc │ │ └── __init__.cpython-310.pyc ├── util.py └── utils │ ├── __init__.py │ ├── __pycache__ │ ├── __init__.cpython-310.pyc │ └── masking.cpython-310.pyc │ ├── masking.py │ ├── metrics.py │ ├── timefeatures.py │ └── tools.py ├── bs=16_test_acc.png ├── encoder.png ├── environment.yml ├── fig-framework.png ├── fig-genexample.png ├── requirements.txt ├── setup.sh ├── temporal_analysis.png └── test_acc.png /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ncclab-sustech/EEG_Image_decode/HEAD/.gitignore -------------------------------------------------------------------------------- /.history/Generation/eegdatasets_leaveone_20241119162326.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ncclab-sustech/EEG_Image_decode/HEAD/.history/Generation/eegdatasets_leaveone_20241119162326.py -------------------------------------------------------------------------------- /.history/Generation/eegdatasets_leaveone_20250630212033.py: -------------------------------------------------------------------------------- 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