Pietro Berkes

14 papers C 1Journal 6Unranked 6
YearRankTypeTitle / Venue / Authors
2017 — conf
Discovering Customer Journey Maps using a Mixture of Markov Models.
SIMPDA
Matthieu Harbich, Gaël Bernard, Pietro Berkes, Benoît Garbinato, Periklis Andritsos
2013 J jnl
Building extensible frameworks for data processing: The case of MDP, Modular toolkit for Data Processing.
J. Comput. Sci.
Niko Wilbert, Tiziano Zito, Rike-Benjamin Schuppner, Zbigniew Jedrzejewski-Szmek, Laurenz Wiskott, Pietro Berkes
2011 — conf
Select and Sample - A Model of Efficient Neural Inference and Learning.
NIPS
Jacquelyn A. Shelton, Jörg Bornschein, Abdul-Saboor Sheikh, Pietro Berkes, Jörg Lücke
2011 J jnl
Slow feature analysis.
Scholarpedia
Laurenz Wiskott, Pietro Berkes, Mathias Franzius, Henning Sprekeler, Niko Wilbert
2009 J jnl
A Structured Model of Video Reproduces Primary Visual Cortical Organisation.
PLoS Comput. Biol.
Pietro Berkes, Richard E. Turner, Maneesh Sahani
2009 — conf
No evidence for active sparsification in the visual cortex.
NIPS
Pietro Berkes, Ben White, József Fiser
2008 — conf
Characterizing neural dependencies with copula models.
NIPS
Pietro Berkes, Frank D. Wood, Jonathan W. Pillow
2008 J jnl
Modular toolkit for Data Processing (MDP): a Python data processing framework.
Frontiers Neuroinformatics
Tiziano Zito, Niko Wilbert, Laurenz Wiskott, Pietro Berkes
2007 — conf
On Sparsity and Overcompleteness in Image Models.
NIPS
Pietro Berkes, Richard E. Turner, Maneesh Sahani
2006 J jnl
On the Analysis and Interpretation of Inhomogeneous Quadratic Forms as Receptive Fields.
Neural Comput.
Pietro Berkes, Laurenz Wiskott
2006 — —
Temporal slowness as an unsupervised learning principle
Pietro Berkes
2006 J jnl
What Is the Relation Between Slow Feature Analysis and Independent Component Analysis?
Neural Comput.
Tobias Blaschke, Pietro Berkes, Laurenz Wiskott
2005 — conf
Handwritten Digit Recognition with Nonlinear Fisher Discriminant Analysis.
ICANN (2)
Pietro Berkes
2002 C conf
Applying Slow Feature Analysis to Image Sequences Yields a Rich Repertoire of Complex Cell Properties.
ICANN
Pietro Berkes, Laurenz Wiskott