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Unsupervised Feature Learning Improves Prediction of Human Brain Activity in Response to Natural Images

Figure 8

Decoding performance of the SC2 and GWP2 models.

The decoding performance was defined as the accuracy of identifying the 120 images in the validation set from a set of 9264 candidate images. The decoding performance of the SC2 model was significantly higher than that of the GWP2 model. Error bars show 1 SEM across the images in the validation set (bootstrapping method). A more detailed figure that shows the identified images is provided at http://www.ccnlab.net/research/.

Figure 8

doi: https://doi.org/10.1371/journal.pcbi.1003724.g008