Bernd Fritzke

发表

Let It Grow - Self-Organizing Feature Maps With Problem Dependent Cell Structure

Bernd Fritzke, Bernd Fritzke, 1991 .

Growing Cell Structures – a Self-organizing Network in k Dimensions

Bernd Fritzke, 1992 .

Growing Grid — a self-organizing network with constant neighborhood range and adaptation strength

Bernd Fritzke, 1995, Neural Processing Letters.

A Growing Neural Gas Network Learns Topologies

Bernd Fritzke, Bernd Fritzke, 1994, NIPS.

Vector Quantization with a Growing and Splitting Elastic Net

Bernd Fritzke, 1993 .

Growing cell structures--A self-organizing network for unsupervised and supervised learning

Bernd Fritzke, Bernd Fritzke, 1994, Neural Networks.

of sea-ice with neural networks { results of the EU research project ICE ROUTES

Bernd Fritzke, Christian Eckes, Bernd Fritzke, 2001 .

Some Competitive Learning Methods Contents 1 Introduction 3 2 Common Properties & Notational Conventions 4 3 Goals of Competitive Learning 7

Bernd Fritzke, Bernd Fritzke, 1997 .

Transforming Hard Problems into Linearly Separable ones with Incremental Radial Basis Function Netwo

Bernd Fritzke, Bernd Fritzke, 1996 .

A growing and splitting elastic network for vector quantization

B. Fritzke, Bernd Fritzke, 1993, Neural Networks for Signal Processing III - Proceedings of the 1993 IEEE-SP Workshop.

A growing neural gas network learns topologies. G. Tesauro, DS Touretzky, and TK Leen, editors

B Fritzke, Bernd Fritzke, 1995, NIPS 1995.

Breathing k-Means

Bernd Fritzke, 2020, arXiv.org.

A Self-Organizing Network that Can Follow Non-stationary Distributions

Bernd Fritzke, Bernd Fritzke, 1997, ICANN.

Kohonen Feature Maps and Growing Cell Structures - a Performance Comparison

Bernd Fritzke, Bernd Fritzke, 1992, NIPS.

Unsupervised ontogenic networks

Bernd Fritzke, Bernd Fritzke, 1997 .

The LBG-U Method for Vector Quantization – an Improvement over LBG Inspired from Neural Networks

Bernd Fritzke, Bernd Fritzke, 1997, Neural Processing Letters.

Incremental neuro-fuzzy systems

Bernd Fritzke, Bernd Fritzke, 1997, Optics & Photonics.

Fast learning with incremental RBF networks

Bernd Fritzke, Bernd Fritzke, 1994, Neural Processing Letters.