Karklin Y - Search Results

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Learning higher-order structures in natural images.

Karklin Y, Lewicki MS. Karklin Y, et al. Network. 2003 Aug;14(3):483-99. Network. 2003. PMID: 12938768

Emergence of complex cell properties by learning to generalize in natural scenes.

Karklin Y, Lewicki MS. Karklin Y, et al. Nature. 2009 Jan 1;457(7225):83-6. doi: 10.1038/nature07481. Epub 2008 Nov 19. Nature. 2009. PMID: 19020501

A hierarchical Bayesian model for learning nonlinear statistical regularities in nonstationary natural signals.

Karklin Y, Lewicki MS. Karklin Y, et al. Neural Comput. 2005 Feb;17(2):397-423. doi: 10.1162/0899766053011474. Neural Comput. 2005. PMID: 15720773

Efficient coding of natural images with a population of noisy Linear-Nonlinear neurons.

Karklin Y, Simoncelli EP. Karklin Y, et al. Adv Neural Inf Process Syst. 2011 Dec;24:999-1007. Adv Neural Inf Process Syst. 2011. PMID: 26273180 Free PMC article.

Classification of non-coding RNA using graph representations of secondary structure.

Karklin Y, Meraz RF, Holbrook SR. Karklin Y, et al. Pac Symp Biocomput. 2005:4-15. Pac Symp Biocomput. 2005. PMID: 15759609 Free article.

Hierarchical spike coding of sound.

Karklin Y, Ekanadham C, Simoncelli EP. Karklin Y, et al. Adv Neural Inf Process Syst. 2012;2012:3032-3040. Adv Neural Inf Process Syst. 2012. PMID: 25356065 Free PMC article.

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