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ORCIDPietro Berkes
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2010 – 2019
- 2017
[c7]Matthieu Harbich, Gaël Bernard, Pietro Berkes, Benoît Garbinato, Periklis Andritsos:
Discovering Customer Journey Maps using a Mixture of Markov Models. SIMPDA 2017: 3-7- 2013
- [j6]Niko Wilbert, Tiziano Zito
, Rike-Benjamin Schuppner, Zbigniew Jedrzejewski-Szmek, Laurenz Wiskott, Pietro Berkes:
Building extensible frameworks for data processing: The case of MDP, Modular toolkit for Data Processing. J. Comput. Sci. 4(5): 345-351 (2013) - 2011
- [j5]Laurenz Wiskott, Pietro Berkes, Mathias Franzius, Henning Sprekeler, Niko Wilbert:
Slow feature analysis. Scholarpedia 6(4): 5282 (2011) - [c6]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
2000 – 2009
- 2009
- [j4]Pietro Berkes, Richard E. Turner, Maneesh Sahani:
A Structured Model of Video Reproduces Primary Visual Cortical Organisation. PLoS Comput. Biol. 5(9) (2009) - [c5]Pietro Berkes, Ben White, József Fiser:
No evidence for active sparsification in the visual cortex. NIPS 2009: 108-116 - 2008
- [j3]Tiziano Zito, Niko Wilbert, Laurenz Wiskott, Pietro Berkes:
Modular toolkit for Data Processing (MDP): a Python data processing framework. Frontiers Neuroinformatics 2: 8 (2008) - [c4]Pietro Berkes, Frank D. Wood, Jonathan W. Pillow:
Characterizing neural dependencies with copula models. NIPS 2008: 129-136 - 2007
- [c3]Pietro Berkes, Richard E. Turner, Maneesh Sahani:
On Sparsity and Overcompleteness in Image Models. NIPS 2007: 89-96 - 2006
- [b1]Pietro Berkes:
Temporal slowness as an unsupervised learning principle. HU Berlin, Germany, 2006 - [j2]Pietro Berkes, Laurenz Wiskott:
On the Analysis and Interpretation of Inhomogeneous Quadratic Forms as Receptive Fields. Neural Comput. 18(8): 1868-1895 (2006) - [j1]Tobias Blaschke, Pietro Berkes, Laurenz Wiskott:
What Is the Relation Between Slow Feature Analysis and Independent Component Analysis? Neural Comput. 18(10): 2495-2508 (2006) - 2005
- [c2]Pietro Berkes:
Handwritten Digit Recognition with Nonlinear Fisher Discriminant Analysis. ICANN (2) 2005: 285-287 - 2002
- [c1]Pietro Berkes, Laurenz Wiskott:
Applying Slow Feature Analysis to Image Sequences Yields a Rich Repertoire of Complex Cell Properties. ICANN 2002: 81-86
Coauthor Index
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