You can donwnload the feature maps from [Figshare+][figshare].
For a detailed description of the feature maps extraction and PCA downsampling please refer to our [paper][paper_link] and [code][code_link].
[figshare]: https://plus.figshare.com/articles/dataset/Deep_neural_network_feature_maps/21514590
[paper_link]: https://doi.org/10.1016/j.neuroimage.2022.119754
[code_link]: https://github.com/gifale95/eeg_encoding/tree/main/02_dnn_feature_maps_extraction