Pietro Berkes

Publication Activity (10 Years)

Years Active: 2002-2017
Publications (10 Years): 1

Top Topics

Sequence Classification

Highly Flexible

Data Processing

Top Venues

J. Comput. Sci.

Publications

Matthieu Harbich, Gaël Bernard, Pietro Berkes, Benoît Garbinato, Periklis Andritsos
Discovering Customer Journey Maps using a Mixture of Markov Models. SIMPDA (2017)
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) (2013)
Laurenz Wiskott, Pietro Berkes, Mathias Franzius, Henning Sprekeler, Niko Wilbert
Slow feature analysis. Scholarpedia 6 (4) (2011)
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)
Pietro Berkes, Richard E. Turner, Maneesh Sahani
A Structured Model of Video Reproduces Primary Visual Cortical Organisation. PLoS Comput. Biol. 5 (9) (2009)
Pietro Berkes, Ben White, József Fiser
No evidence for active sparsification in the visual cortex. NIPS (2009)
Pietro Berkes, Frank D. Wood, Jonathan W. Pillow
Characterizing neural dependencies with copula models. NIPS (2008)
Tiziano Zito, Niko Wilbert, Laurenz Wiskott, Pietro Berkes
Modular toolkit for Data Processing (MDP): a Python data processing framework. Frontiers Neuroinformatics 2 (2008)
Pietro Berkes, Richard E. Turner, Maneesh Sahani
On Sparsity and Overcompleteness in Image Models. NIPS (2007)
Tobias Blaschke, Pietro Berkes, Laurenz Wiskott
What Is the Relation Between Slow Feature Analysis and Independent Component Analysis? Neural Comput. 18 (10) (2006)
Pietro Berkes, Laurenz Wiskott
On the Analysis and Interpretation of Inhomogeneous Quadratic Forms as Receptive Fields. Neural Comput. 18 (8) (2006)
Pietro Berkes
Handwritten Digit Recognition with Nonlinear Fisher Discriminant Analysis. ICANN (2) (2005)
Pietro Berkes, Laurenz Wiskott
Applying Slow Feature Analysis to Image Sequences Yields a Rich Repertoire of Complex Cell Properties. ICANN (2002)