brain-decoding-cookbook

Example data used in brain-decoding-cookbook. The original Ceffe parameters of pretrained VGG-19 is available at http://www.robots.ox.ac.uk/~vgg/software/very_deep/caffe/VGG_ILSVRC_19_layers.caffemodel. The original Caffe parameters of the pretrained image generator is available at https://lmb.informatik.uni-freiburg.de/resources/binaries/arxiv2016_alexnet_inversion_with_gans/release_deepsim_v0.zip. See also Dosovitskiy &amp; Brox (2016) Generating Images with Perceptual Similarity Metrics based on Deep Networks. https://arxiv.org/abs/1602.02644. The decoded features ("decoded_features-ImageNetTest-deeprecon_originals-VGG19.zip") are produced by Shen, Horikawa, Majima, and Kamitani (2019) Deep Image Reconstruction from Human Brain Activity. <em>PLoS Computational Biology</em> 15:e1006633. <br>本数据集为脑解码手册（brain-decoding-cookbook）中使用的示例数据。 预训练VGG-19（VGG-19）的原始Caffe（Caffe）参数可从以下地址获取：http://www.robots.ox.ac.uk/~vgg/software/very_deep/caffe/VGG_ILSVRC_19_layers.caffemodel。 预训练图像生成器的原始Caffe参数可从以下地址获取：https://lmb.informatik.uni-freiburg.de/resources/binaries/arxiv2016_alexnet_inversion_with_gans/release_deepsim_v0.zip。另可参考Dosovitskiy与Brox于2016年发表的论文《基于深度网络感知相似度指标的图像生成》，论文链接为https://arxiv.org/abs/1602.02644。 本次提供的解码特征（"decoded_features-ImageNetTest-deeprecon_originals-VGG19.zip"）由Shen、Horikawa、Majima与Kamitani在2019年发表的《基于人脑活动的深度图像重建》一文生成，该论文刊载于《PLoS计算生物学（PLoS Computational Biology）》15卷:e1006633。