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ORCIDBernd Fritzke
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Journal Articles
- 1997
[j4]Bernd Fritzke:
The LBG-U Method for Vector Quantization - an Improvement over LBG Inspired from Neural Networks. Neural Process. Lett. 5(1): 35-45 (1997)- 1995
- [j3]Bernd Fritzke:
Growing Grid - a self-organizing network with constant neighborhood range and adaptation strength. Neural Process. Lett. 2(5): 9-13 (1995) - 1994
- [j2]Bernd Fritzke:
Growing cell structures--A self-organizing network for unsupervised and supervised learning. Neural Networks 7(9): 1441-1460 (1994) - [j1]Bernd Fritzke:
Fast learning with incremental RBF networks. Neural Process. Lett. 1(1): 2-5 (1994)
Conference and Workshop Papers
- 1999
- [c7]Bernd Fritzke:
Be Busy and Unique ... or Be History - The Utility Criterion for Removing Units in Self-Organizing Networks. KI 1999: 207-218 - 1997
- [c6]Bernd Fritzke:
A Self-Organizing Network that Can Follow Non-stationary Distributions. ICANN 1997: 613-618 - 1996
- [c5]Bernd Fritzke:
Growing self-organizing networks - Why ? ESANN 1996 - [c4]Bernd Fritzke:
Automatic construction of radial basis function networks with the growing neural gas model and its relevance for fuzzy logic. SAC 1996: 624-627 - 1994
- [c3]Bernd Fritzke:
A Growing Neural Gas Network Learns Topologies. NIPS 1994: 625-632 - 1993
- [c2]Bernd Fritzke:
Supervised Learning with Growing Cell Structures. NIPS 1993: 255-262 - 1992
- [c1]Bernd Fritzke:
Kohonen Feature Maps and Growing Cell Structures - a Performance Comparison. NIPS 1992: 123-130
Informal and Other Publications
- 2020
- [i2]Bernd Fritzke:
Breathing k-Means. CoRR abs/2006.15666 (2020) - 2017
- [i1]Bernd Fritzke:
The k-means-u* algorithm: non-local jumps and greedy retries improve k-means++ clustering. CoRR abs/1706.09059 (2017)
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