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 | 2012 | |
|---|---|---|
| j9 |      | Jörg Lücke, Marc Henniges: Closed-Form Entropy Limits - A Tool to Monitor Likelihood Optimization of Probabilistic Generative Models. Journal of Machine Learning Research - Proceedings Track 22: 731-740 (2012) |
| j8 | | Christian Keck, Cristina Savin, Jörg Lücke: Feedforward Inhibition and Synaptic Scaling - Two Sides of the Same Coin? PLoS Computational Biology 8(3) (2012) |
| c19 | | Zhenwen Dai, Jörg Lücke: Unsupervised learning of translation invariant occlusive components. CVPR 2012: 2400-2407 |
| c18 | | Zhenwen Dai, Jörg Lücke: Autonomous cleaning of corrupted scanned documents - A generative modeling approach. CVPR 2012: 3338-3345 |
| c17 | | Georgios Exarchakis, Marc Henniges, Julian Eggert, Jörg Lücke: Ternary Sparse Coding. LVA/ICA 2012: 204-212 |
| c16 | | Jörg Lücke, Abdul-Saboor Sheikh: Closed-Form EM for Sparse Coding and Its Application to Source Separation. LVA/ICA 2012: 213-221 |
| c15 | | Jacquelyn A. Shelton, Philip Sterne, Jörg Bornschein, Abdul-Saboor Sheikh, Jörg Lücke: Why MCA? Nonlinear sparse coding with spike-and-slab prior for neurally plausible image encoding. NIPS 2012: 2285-2293 |
| i1 | | Zhenwen Dai, Jörg Lücke: Autonomous Cleaning of Corrupted Scanned Documents - A Generative Modeling Approach. CoRR abs/1201.2605 (2012) |
| 2011 | ||
| c14 | | Jacquelyn A. Shelton, Jörg Bornschein, Abdul-Saboor Sheikh, Pietro Berkes, Jörg Lücke: Select and Sample - A Model of Efficient Neural Inference and Learning. NIPS 2011: 2618-2626 |
| 2010 | ||
| j7 | | Jörg Lücke, Julian Eggert: Expectation Truncation and the Benefits of Preselection In Training Generative Models. Journal of Machine Learning Research 11: 2855-2900 (2010) |
| c13 | | Marc Henniges, Gervasio Puertas, Jörg Bornschein, Julian Eggert, Jörg Lücke: Binary Sparse Coding. LVA/ICA 2010: 450-457 |
| c12 | | Christian Keck, Jörg Lücke: Learning of Lateral Connections for Representational Invariant Recognition. ICANN (3) 2010: 21-30 |
| c11 | | Gervasio Puertas, Jörg Bornschein, Jörg Lücke: The Maximal Causes of Natural Scenes are Edge Filters. NIPS 2010: 1939-1947 |
| 2009 | ||
| j6 | | Jörg Lücke: Receptive Field Self-Organization in a Model of the Fine Structure in V1 Cortical Columns. Neural Computation 21(10): 2805-2845 (2009) |
| c10 | | Jörg Lücke, Richard Turner, Maneesh Sahani, Marc Henniges: Occlusive Components Analysis. NIPS 2009: 1069-1077 |
| 2008 | ||
| j5 | | Jörg Lücke, Maneesh Sahani: Maximal Causes for Non-linear Component Extraction. Journal of Machine Learning Research 9: 1227-1267 (2008) |
| j4 | | Jörg Lücke, Christian Keck, Christoph von der Malsburg: Rapid Convergence to Feature Layer Correspondences. Neural Computation 20(10): 2441-2463 (2008) |
| c9 | | Jan D. Bouecke, Jörg Lücke: Learning of Neural Information Routing for Correspondence Finding. ICANN (2) 2008: 557-566 |
| c8 |  | Philipp Wolfrum, Jörg Lücke, Christoph von der Malsburg: Invariant Face Recognitionin a Network of Cortical Columns. VISAPP (2) 2008: 38-45 |
| 2007 | ||
| j3 | | Caroline Möller, Jörg Lücke, Junmei Zhu, Pedro M. Faustmann, Christoph von der Malsburg: Glial cells for information routing? Cognitive Systems Research 8(1): 28-35 (2007) |
| c7 | | Jörg Lücke: A Dynamical Model for Receptive Field Self-organization in V1 Cortical Columns. ICANN (2) 2007: 389-398 |
| c6 | | Jörg Lücke, Maneesh Sahani: Generalized Softmax Networks for Non-linear Component Extraction. ICANN (1) 2007: 657-667 |
| 2006 | ||
| c5 | | Jörg Lücke, Christoph von der Malsburg: Rapid Correspondence Finding in Networks of Cortical Columns. ICANN (1) 2006: 668-677 |
| 2005 | ||
| c4 | | |
| c3 | | Jörg Lücke, Jan D. Bouecke: Dynamics of Cortical Columns - Self-organization of Receptive Fields. ICANN (1) 2005: 31-37 |
| 2004 | ||
| j2 | | Jörg Lücke, Christoph von der Malsburg: Rapid Processing and Unsupervised Learning in a Model of the Cortical Macrocolumn. Neural Computation 16(3): 501-533 (2004) |
| j1 | | Jörg Lücke: Hierarchical self-organization of minicolumnar receptive fields. Neural Networks 17(8-9): 1377-1389 (2004) |
| 2002 | ||
| c2 | | Jörg Lücke, Christoph von der Malsburg, Rolf P. Würtz: Macrocolumns as Decision Units. ICANN 2002: 57-62 |
| 2001 | ||
| c1 | | Jörg Lücke: Hilberticus - A Tool Deciding an Elementary Sublanguage of Set Theory. IJCAR 2001: 690-695 |
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