Bernd Fritzke

发表

Automatic construction of radial basis function networks with the growing neural gas model and its relevance for fuzzy logic

Bernd Fritzke, 1996, SAC '96.

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

Bernd Fritzke, Bernd Fritzke, 1994, Neural Networks.

Supervised Learning with Growing Cell Structures

Bernd Fritzke, 1993, NIPS.

Fast learning with incremental RBF networks

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

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

Bernd Fritzke, Bernd Fritzke, 1997, ICANN.

A Growing Neural Gas Network Learns Topologies

Bernd Fritzke, Bernd Fritzke, 1994, NIPS.

The k-means-u* algorithm: non-local jumps and greedy retries improve k-means++ clustering pdf

Bernd Fritzke, 2017, ArXiv.

Unsupervised ontogenic networks

Bernd Fritzke, Bernd Fritzke, 1997 .

Kohonen Feature Maps and Growing Cell Structures - a Performance Comparison

Bernd Fritzke, Bernd Fritzke, 1992, NIPS.

Incremental neuro-fuzzy systems

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

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

Bernd Fritzke, Bernd Fritzke, 1991 .

Growing self-organizing networks—history, status quo, and perspectives

Bernd Fritzke, 1999 .

Breathing k-Means pdf

Bernd Fritzke, 2020, ArXiv.

Be Busy and Unique ... or Be History - The Utility Criterion for Removing Units in Self-Organizing Networks

Bernd Fritzke, 1999, KI.

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

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

Incremental Learning of Local Linear Mappings

Bernd Fritzke, 1995 .

Growing self-organizing networks - Why ?

Bernd Fritzke, 1996, ESANN.

Using a Library of Efficient Data Structures and Algorithms as a Neural Network Research Tool

Bernd Fritzke, 1992 .

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 .

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

Bernd Fritzke, Christian Eckes, Bernd Fritzke, 2001 .

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

Bernd Fritzke, Bernd Fritzke, 1996 .