├── Feature decoding ├── Semantic_feature_decoding.py ├── Structural_feature_decoding.py └── detail_decoding.py ├── Feature extractor ├── Semantic_feature_extraction.py ├── Structural_feature_extraction.py ├── Structural_feature_selection.py └── detail_extracttion.py ├── Image reconstruction └── Reconstruction.py ├── Images ├── 1686488621334.png ├── A.png ├── Algorithm.png ├── NSD.png ├── Pan.jpg ├── Pan.png ├── Picture2.png ├── Picture2_00.png ├── cortex_sub2_00.png ├── four_sub_00.png ├── nsd.jpg ├── nsd.png ├── overview.png ├── plane_00.png └── temp ├── LICENSE ├── README.md ├── Reproduce Ozcelik's results ├── LICENSE ├── README.md ├── ceshi.py ├── extract_features.py ├── image_prepare.py ├── kamitani_data_handler.py ├── model_utils.py ├── reconstruct_images.py ├── roi_based_analysis.py ├── test.py └── train_regression.py ├── Reproduce Takagi's results └── image_reconstruction.py ├── data ├── none.txt ├── pretrained_models │ └── none.txt ├── response_data │ ├── Brain_masks │ │ ├── Sub1 │ │ │ ├── none.txt │ │ │ ├── roi_mask_IPS.npy │ │ │ ├── roi_mask_LO.npy │ │ │ ├── roi_mask_MST.npy │ │ │ ├── roi_mask_MT.npy │ │ │ ├── roi_mask_PHC.npy │ │ │ ├── roi_mask_V1.npy │ │ │ ├── roi_mask_V2.npy │ │ │ ├── roi_mask_V3.npy │ │ │ ├── roi_mask_V3ab.npy │ │ │ ├── roi_mask_VO.npy │ │ │ ├── roi_mask_hV4.npy │ │ │ └── roi_mask_other.npy │ │ ├── Sub2 │ │ │ ├── none.txt │ │ │ ├── roi_mask_IPS.npy │ │ │ ├── roi_mask_LO.npy │ │ │ ├── roi_mask_MST.npy │ │ │ ├── roi_mask_MT.npy │ │ │ ├── roi_mask_PHC.npy │ │ │ ├── roi_mask_V1.npy │ │ │ ├── roi_mask_V2.npy │ │ │ ├── roi_mask_V3.npy │ │ │ ├── roi_mask_V3ab.npy │ │ │ ├── roi_mask_VO.npy │ │ │ ├── roi_mask_hV4.npy │ │ │ └── roi_mask_other.npy │ │ └── Sub3 │ │ │ └── none.txt │ └── none.txt ├── stimuli_data │ └── none.txt └── utils_data │ ├── Different remain rates_sub01.zip │ ├── cocoID.zip │ ├── model_typology.csv │ ├── none.txt │ └── v1-inference.yaml ├── environment_1.yaml ├── model_typology.csv └── packages ├── EV_computation.py ├── 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