Sven Buchholz

According to our database, Sven Buchholz authored at least 14 papers between 1996 and 2008.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2008

On Clifford neurons and Clifford multi-layer perceptrons.

Sven Buchholz, Gerald Sommer

Neural Networks, 2008

Polarized Signal Classification by Complex and quaternionic Multi-Layer Perceptrons.

Sven Buchholz, Nicolas Le Bihan

Int. J. Neural Syst., 2008

Feature extractions with geometric algebra for classification of objects.

Minh Tuan Pham, Kanta Tachibana, Eckhard M. S. Hitzer, Sven Buchholz, Tomohiro Yoshikawa, Takeshi Furuhashi

Proceedings of the International Joint Conference on Neural Networks, 2008

On the decision boundaries of hyperbolic neurons.

Tohru Nitta, Sven Buchholz

Proceedings of the International Joint Conference on Neural Networks, 2008

2007

Optimal Learning Rates for Clifford Neurons.

Sven Buchholz, Kanta Tachibana, Eckhard M. S. Hitzer

Proceedings of the Artificial Neural Networks, 2007

2006

Optimal separation of polarized signals by quaternionic neural networks.

Sven Buchholz, Nicolas Le Bihan

Proceedings of the 14th European Signal Processing Conference, 2006

2005

A theory of neural computation with Clifford algebras.

Sven Buchholz

PhD thesis, 2005

2004

On Averaging in Clifford Groups.

Sven Buchholz, Gerald Sommer

Proceedings of the Computer Algebra and Geometric Algebra with Applications, 2004

2000

A Hyperbolic Multilayer Perceptron.

Sven Buchholz, Gerald Sommer

Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000

Quaternionic spinor MLP.

Sven Buchholz, Gerald Sommer

Proceedings of the 8th European Symposium on Artificial Neural Networks, 2000

Learning Geometric Transformations with Clifford Neurons.

Sven Buchholz, Gerald Sommer

Proceedings of the Algebraic Frames for the Perception-Action Cycle, 2000

1997

Geometric Neural Networks.

Eduardo Bayro-Corrochano, Sven Buchholz

Proceedings of the Algebraic Frames for the Perception-Action Cycle, 1997

1996

A new self-organizing neural network using geometric algebra.

Eduardo Bayro-Corrochano, Sven Buchholz, Gerald Sommer

Proceedings of the 13th International Conference on Pattern Recognition, 1996

Selforganizing Clifford neural network.

Eduardo Bayro-Corrochano, Sven Buchholz, Gerald Sommer

Proceedings of International Conference on Neural Networks (ICNN'96), 1996