Convergence properties of Kohonen's topology conserving maps: fluctuations, stability, and dimension selection

Stochastic Processes in Physics and Chemistry

2007 • 9,372 citations

Self-organized formation of topologically correct feature maps

1982 • 9,014 citations

Self-Organization and Associative Memory

1989 • 8,952 citations

Handbook of Stochastic Methods

1983 • 6,205 citations

AIP Conference Proceedings

2006 • 5,971 citations

Handbook of Stochastic Methods

2004 • 3,382 citations

Self-organized formation of topographically correct feature maps

1982 • 3,026 citations

Stochastic Processes in Physics and Chemistry

2005 • 2,029 citations

Adaptive pattern classification and universal recoding: I. Parallel development and coding of neural feature detectors

1976 • 1,931 citations

Stochastic Approximation Methods for Constrained and Unconstrained Systems

1978 • 1,483 citations

How patterned neural connections can be set up by self-organization

1976 • 838 citations

The Reorganization of Somatosensory Cortex Following Peripheral Nerve Damage in Adult and Developing Mammals

1983 • 653 citations

Analysis of a simple self-organizing process

1982 • 469 citations

Computational Maps in the Brain

1987 • 386 citations

On the stationary state of Kohonen's self-organizing sensory mapping

1986 • 297 citations

A marker induction mechanism for the establishment of ordered neural mappings: its application to the retinotectal problem

1979 • 272 citations

Neural Axis Representing Target Range in the Auditory Cortex of the Mustache Bat

1979 • 236 citations

On the development of feature detectors in the visual cortex with applications to learning and reaction-diffusion systems

1976 • 179 citations

Formation of topographic maps and columnar microstructures in nerve fields

1979 • 146 citations

Development of ocularity domains and growth behaviour of axon terminals

1979 • 120 citations

A stochastic model of retinotopy: A self organizing process

1986 • 100 citations

Extending Kohonen’s Self-Organizing Mapping Algorithm to Learn Ballistic Movements

1989 • 54 citations

Topology conserving mappings for learning motor tasks

1987 • 46 citations

Self-organizing mechanism for the formation of ordered neural mappings

1984 • 44 citations

The Extended Branch-Arrow Model of the formation of retino-tectal connections

1982 • 35 citations

Klassifizierung und Segmentierung medizinischer Bilder mit Hilfe der selbstlernenden topologischen Karte

1987 • 9 citations