The Unsupervised Hierarchical Convolutional Sparse Auto-Encoder for Neuroimaging Data Classification
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Publisher
Springer International Publishing
Link
http://link.springer.com/content/pdf/10.1007/978-3-319-23344-4_16
Reference18 articles.
1. Craddock, R., James, G., Holtzheimer, P., Hu, X., Mayberg, H.: A whole brain fmri atlas generated via spatially constrained spectral clustering. Human Brain Mapping (2012)
2. Bihan, D.L., Breton, E., Lallemand, D., Grenier, P., Cabanis, E., Laval-Jeantet, M.: Brain, mind, and the evolution of connectivity. Radiology 161(2), 401–407 (1986)
3. Basser, P., Pierpaoli, C.: Microstructural and physiological features of tissues elucidated by quantitative diffusion-tensor fmri. J. of Magnetic Resonance, Series B 111(3), 209–219 (1996)
4. McKeown, M., Makeig, S., Brown, G., Jung, T., Kindermann, S., Bell, A., Sejnowski, T.: Analysis of fmri data by blind separation into independent spatial components. Human Brain Mapping 6, 160–188 (1998)
5. He, L., Kong, X., Yu, P., Ragin, A., Hao, Z.: Dusk: a dual structure-preserving kernel for supervised tensor learning with applications to neuroimages. In: SDM (2014)
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