xingyu-liu / coding_sparseness

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coding_sparseness

Scripts here are related to Liu, X., Zhen, Z., & Liu, J. (2020). Hierarchical sparse coding of objects in deep convolutional neural networks. Frontiers in computational neuroscience, 14, 110..

setup framework

Description: The DNNBrain toolbox was used to extract the DCNN activation. Check out here.

mkdir -p models
cd models
wget https://download.pytorch.org/models/vgg11-bbd30ac9.pth
mv vgg11-bbd30ac9.pth vgg11.pth
wget https://download.pytorch.org/models/alexnet-owt-4df8aa71.pth
mv alexnet-owt-4df8aa71.pth alexnet.pth
DNNBRAIN_DATA=models

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