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Prof. Dr. Laurenz Wiskott

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Research Projects

Most of my projects are in the field of computer vision (CV), neural networks (NN), machine learning (ML), and computational neuroscience (CN).

Years Institution Field Topic Authors
2006-now ITB/BCCN NN SFA: Unsupervised learning of invariances II Franzius, Wilbert, Wiskott
2006-now ITB CN Dynamics of adult neurogenesis in the hippocampus II Lezius, Bandt (Uni Greifswald), Kempermann (MDC, Berlin), Wiskott
2005-now ITB/BCCN CN Functional role of adult neurogenesis in the hippocampus II Appleby, Wiskott
2005,2006 ITB CN Sparseness yields place cells from grid cells Franzius, Vollgraf, Wiskott
2004-2007 ITB CN Slowness leads to place cells Franzius, Sprekeler, Wiskott
2004-2007 ITB CN Analytical derivation of complex cell properties Sprekeler, Wiskott
2004,2005 ITB CN Dynamics of adult neurogenesis in the hippocampus I Beißwanger, Bandt (Uni Greifswald), Wiskott, Kempermann (MDC, Berlin)
2003-2006 ITB CN SFA and STDP Sprekeler, Michaelis, Wiskott
2003-2005 ITB ML Independent slow feature analysis (ISFA = ICA + SFA) Blaschke, Zito, Wiskott
2002-2004 ITB ML SFA versus ICA Blaschke, Berkes, Wiskott
2002-2004 ITB CN Analysis of quadratic forms as receptive fields Berkes, Wiskott
2001-2003 ITB CN SFA yields complex cell properties Berkes, Wiskott
2001,2002 ITB ML Improved cumulant based ICA (CuBICA) Blaschke, Wiskott
2000-2003 ITB CN Functional role of adult neurogenesis in the hippocampus I Wiskott, Kempermann (MDC, Berlin), Rasch
2000-2003 ITB ML SFA: Estimating driving forces of nonstationary time series Wiskott
2000 ITB CN Invariances in the visual system Wiskott
1998-2002 CNL/Wiko/ITB NN SFA: Theoretical analysis Wiskott
1997-1999 CNL/Wiko/ITB NN SFA: Unsupervised learning of invariances I Wiskott, Sejnowski
1996,1997 CNL NN Constrained optimization for neural map formation Wiskott, Sejnowski
1995,1997 INI/CNL CV Face recognition: The role of topographical constraints Wiskott
1993,1994 INI CV Face recognition by elastic bunch graph matching Wiskott, Fellous (USC, Los Angeles), Krüger, von der Malsburg
1993-1995 INI CV Face analysis Wiskott
1993-1995 INI NN Face recognition by dynamic link matching Wiskott, von der Malsburg
1993-1995 INI CV Reconstruction of images from Gabor Wavelet coefficients Pötzsch, Maurer, Wiskott, von der Malsburg
1993 INI CV Segmentation from motion Wiskott
1992 INI CV Recognition of partially occluded objects in cluttered scenes Wiskott, von der Malsburg
1989,1990 Uni-Os Photorefractive effect in LiNbO3 at high light intensity Althoff (Siemens), Erdmann, Wiskott, Hertel
1986-1988 MPI Multiprocessor system for distributed parallel computations De Maeyer, Di Nicola, Maetche, von der Malsburg, Wiskott

Institution keys
BCCN: Bernstein Center for Computational Neuroscience, Berlin, Germany
ITB: Institute for Theoretical Biology at the Humboldt-University Berlin, Germany
Wiko: Wissenschaftskolleg zu Berlin / Institute for Advanced Study, Germany
CNL: Computational Neurobiology Laboratory at the Salk Institute for Biological Studies, San Diego, California
INI: Institut für Neuroinformatik at the Ruhr-Universität Bochum, Germany
Uni-Os: University of Osnabrück, Germany
MPI: Max-Planck-Institute for Biophysical Chemistry in Göttingen, Germany


December 14, 2006, Laurenz Wiskott, http://itb.biologie.hu-berlin.de/~wiskott/