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Hierarchical self-organization of minicolumnar receptive fields.
Lücke J. Lücke J. Neural Netw. 2004 Oct-Nov;17(8-9):1377-89. doi: 10.1016/j.neunet.2004.07.008. Neural Netw. 2004. PMID: 15555872
The hierarchical nature and its flexibility with respect to input distinguishes the presented type of self-organization from others including similar but non-hierarchical self-organization as discussed in [Lucke J., & von der Malsburg, C. (2004). Rapid processin …
The hierarchical nature and its flexibility with respect to input distinguishes the presented type of self-organization from others includin …
Rapid processing and unsupervised learning in a model of the cortical macrocolumn.
Lücke J, von der Malsburg C. Lücke J, et al. Neural Comput. 2004 Mar;16(3):501-33. doi: 10.1162/089976604772744893. Neural Comput. 2004. PMID: 15006090
Receptive field self-organization in a model of the fine structure in v1 cortical columns.
Lücke J. Lücke J. Neural Comput. 2009 Oct;21(10):2805-45. doi: 10.1162/neco.2009.07-07-584. Neural Comput. 2009. PMID: 19548804
Rapid convergence to feature layer correspondences.
Lücke J, Keck C, von der Malsburg C. Lücke J, et al. Neural Comput. 2008 Oct;20(10):2441-63. doi: 10.1162/neco.2008.06-07-539. Neural Comput. 2008. PMID: 18439134
A recurrent dynamic model for correspondence-based face recognition.
Wolfrum P, Wolff C, Lücke J, von der Malsburg C. Wolfrum P, et al. Among authors: lucke j. J Vis. 2008 Dec 29;8(7):34.1-18. doi: 10.1167/8.7.34. J Vis. 2008. PMID: 19146266
Feedforward inhibition and synaptic scaling--two sides of the same coin?
Keck C, Savin C, Lücke J. Keck C, et al. Among authors: lucke j. PLoS Comput Biol. 2012;8(3):e1002432. doi: 10.1371/journal.pcbi.1002432. Epub 2012 Mar 22. PLoS Comput Biol. 2012. PMID: 22457610 Free PMC article.
GP-Select: Accelerating EM Using Adaptive Subspace Preselection.
Shelton JA, Gasthaus J, Dai Z, Lücke J, Gretton A. Shelton JA, et al. Among authors: lucke j. Neural Comput. 2017 Aug;29(8):2177-2202. doi: 10.1162/NECO_a_00982. Epub 2017 May 31. Neural Comput. 2017. PMID: 28562214
Neural Simpletrons: Learning in the Limit of Few Labels with Directed Generative Networks.
Forster D, Sheikh AS, Lücke J. Forster D, et al. Among authors: lucke j. Neural Comput. 2018 Aug;30(8):2113-2174. doi: 10.1162/neco_a_01100. Epub 2018 Jun 12. Neural Comput. 2018. PMID: 29894656
Discrete Sparse Coding.
Exarchakis G, Lücke J. Exarchakis G, et al. Among authors: lucke j. Neural Comput. 2017 Nov;29(11):2979-3013. doi: 10.1162/neco_a_01015. Epub 2017 Sep 28. Neural Comput. 2017. PMID: 28957027
STRFs in primary auditory cortex emerge from masking-based statistics of natural sounds.
Sheikh AS, Harper NS, Drefs J, Singer Y, Dai Z, Turner RE, Lücke J. Sheikh AS, et al. Among authors: lucke j. PLoS Comput Biol. 2019 Jan 17;15(1):e1006595. doi: 10.1371/journal.pcbi.1006595. eCollection 2019 Jan. PLoS Comput Biol. 2019. PMID: 30653497 Free PMC article.
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