On Clifford neurons and Clifford multi-layer perceptrons S Buchholz, G Sommer Neural Networks 21 (7), 925-935, 2008 | 127 | 2008 |
A theory of neural computation with Clifford algebras S Buchholz | 78 | 2005 |
Polarized signal classification by complex and quaternionic multi-layer perceptrons S Buchholz, N Le Bihan International journal of neural systems 18 (02), 75-85, 2008 | 70 | 2008 |
Optimal separation of polarized signals by quaternionic neural networks S Buchholz, N Le Bihan 2006 14th European Signal Processing Conference, 1-5, 2006 | 60 | 2006 |
A hyperbolic multilayer perceptron S Buchholz, G Sommer Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural …, 2000 | 46 | 2000 |
Carrier method for the general evaluation and control of pose, molecular conformation, tracking, and the like E Hitzer, K Tachibana, S Buchholz, I Yu Advances in Applied Clifford Algebras 19, 339-364, 2009 | 44 | 2009 |
Optimal learning rates for Clifford neurons S Buchholz, K Tachibana, EMS Hitzer Artificial Neural Networks–ICANN 2007: 17th International Conference, Porto …, 2007 | 39 | 2007 |
Quaternionic spinor MLP S Buchholz Proc. European Symposium on Artificial Neural Networks, 2000, 377-382, 2000 | 39 | 2000 |
On the decision boundaries of hyperbolic neurons T Nitta, S Buchholz 2008 IEEE International Joint Conference on Neural Networks (IEEE World …, 2008 | 35 | 2008 |
Selforganizing Clifford neural network EB Corrochano, S Buchholz, G Sommer Proceedings of International Conference on Neural Networks (ICNN'96) 1, 120-125, 1996 | 33 | 1996 |
Quaternionic independent component analysis using hypercomplex nonlinearities N Le Bihan, S Buchholz, BP ENSIEG, N Le-Bihan Habilitation À Diriger Les Recherches, 91, 2006 | 24 | 2006 |
Clifford algebra multilayer perceptrons S Buchholz, G Sommer Geometric Computing with Clifford Algebras: Theoretical Foundations and …, 2001 | 23 | 2001 |
Introduction to neural computation in Clifford algebra S Buchholz, G Sommer Geometric Computing with Clifford Algebras: Theoretical Foundations and …, 2001 | 22 | 2001 |
Coordinate independent update formulas for versor Clifford neurons S Buchholz, ESM Hitzer, K Tachibana SCIS & ISIS SCIS & ISIS 2008, 814-819, 2008 | 17 | 2008 |
Geometric neural networks E Bayro-Corrochano, S Buchholz Algebraic Frames for the Perception-Action Cycle: International Workshop …, 1997 | 14 | 1997 |
Feature extractions with geometric algebra for classification of objects MT Pham, K Tachibana, E Hitzer, S Buchholz, T Yoshikawa, T Furuhashi 2008 IEEE International Joint Conference on Neural Networks (IEEE World …, 2008 | 11 | 2008 |
On averaging in Clifford groups S Buchholz, G Sommer International Workshop on Mathematics Mechanization, 229-238, 2004 | 11 | 2004 |
Learning geometric transformations with Clifford neurons S Buchholz, G Sommer International Workshop on Algebraic Frames for the Perception-Action Cycle …, 2000 | 10 | 2000 |
A new self-organizing neural network using geometric algebra E Bayro-Corrochano, S Buchholz, G Sommer Proceedings of 13th International Conference on Pattern Recognition 4, 555-559, 1996 | 7 | 1996 |
A new self organizing neural network using Clifford algebra E Bayro-Corrochano, S Buchholz, G Sommer Proc. Int. Neural Network Soc. 1996 Annu. Meet.: World Congr. Neural …, 1996 | 2 | 1996 |