@InProceedings{Fritzke97b, author = {B. Fritzke}, title = {Incremental neuro-fuzzy systems}, booktitle = {Applications of {S}oft {C}omputing, SPIE International Conference}, year = 1997, note = {(to appear)} } @InProceedings{Fritzke97c, author = "B. Fritzke", title = "A self-organizing network that can follow non-stationary distributions", booktitle = "ICANN'97: International Conference on Artificial Neural Networks", year = 1997, publisher = "Springer", pages = {613-618}, } @InCollection{Fritzke96b, author = {B. Fritzke}, title = {Unsupervised ontogenetic Networks}, booktitle = "Handbook of Neural Computation", publisher = {Institute of Physics Publishing and Oxford University Press}, year = 1996, editor = {E. Fiesler and R. Beale} } @InProceedings{Fritzke96, author = "B. Fritzke", title = "Automatic construction of radial basis function networks with the growing neural gas model and its relevance for fuzzy logic", booktitle = "Applied Computing 1996: Proceedings of the 1996 ACM Symposium on applied computing", pages = "624--627", publisher = "ACM", address = "Philadelphia", year = 1996, } @InProceedings{Fritzke93, author = "B. Fritzke", title = "Vector quantization with a growing and splitting elastic net", booktitle = "ICANN'93: International Conference on Artificial Neural Networks", pages = "580--585", publisher = "Springer", address = "Amsterdam", year = 1993 } @PhdThesis{Fritzke92e, author = "B. Fritzke", title = "{Wachsende Zellstrukturen -- ein selbstorganisierendes neuronales Netzwerk}", school = "Universit{\"a}t Erlangen-N{\"u}rnberg", type = "Dissertation", year = 1992, } @TechReport{Fritzke93a, author = "B. Fritzke", title = "Growing Cell Structures -- a self-organizing network for unsupervised and supervised learning", institution = "International Computer Science Institute", type = "{TR}-93-026", address = "Berkeley", year = 1993, } @Article{Fritzke94c, author = "B. Fritzke", title = "Growing Cell Structures -- a self-organizing network for unsupervised and supervised learning", journal = "Neural Networks", volume = 7, number = 9, pages = "1441-1460", publisher = "Pergamon Press", year = 1994, } @InProceedings{Fritzke93b, author = "B. Fritzke", title = "A growing and splitting elastic network for vector quantization", booktitle = "Neural Networks for Signal Processing: Proceedings of the 1993 IEEE-SP Workshop", pages = "281--290", address = "Maryland", year = 1993, } @InCollection{Fritzke95, author = "B. Fritzke", title = "A growing neural gas network learns topologies", editor = "G. Tesauro and D. S. Touretzky and T. K. Leen", booktitle = "Advances in Neural Information Processing Systems 7", publisher = "MIT Press", pages = "625--632", address = "Cambridge MA", year = 1995 } @InProceedings{Fritzke96c, author = {B. Fritzke}, title = {Transforming hard problems into linearly separable ones with incremental radial basis function networks}, booktitle = {HELNET International Workshop on Neural Networks}, editor = {M.J. van der Heyden and J. Mrsic-Fl{\"o}gel and K. Weigel}, year = 1996, publisher = {VU University Press}, address = {Amsterdam}, pages = {54-63} } @InProceedings{Fritzke97d, author = {B. Fritzke}, title = {Application of incremental neural networks to sea ice classification for ship routing}, booktitle = {HELNET International Workshop on Neural Networks 1997}, editor = {M.J. van der Heyden and J. Mrsic-Fl{\"o}gel and K. Weigel}, year = 1998, note = {(to appear)}, publisher = {VU University Press}, address = {Amsterdam}, } @InProceedings{Fritzke94, author = "B. Fritzke", editor = "M. Marinaro and P. G. Morasso", title = "Making hard problems linearly separable -- incremental radial basis function approaches", booktitle = "ICANN'94: International Conference on Artificial Neural Networks", pages = "455--458", publisher = "Springer", address = "Sorrento, Italy", year = 1994, } @InProceedings{Fritzke95a, author = "B. Fritzke", editor = "F. Fogelman and P. Gallinari", title = "Incremental learning of local linear mappings", booktitle = "ICANN'95: International Conference on Artificial Neural Networks", pages = "217--222", publisher = "EC2 \& Cie", address = "Paris, France", year = 1995, } @InProceedings{Fritzke96a, author = "B. Fritzke", title = "Growing self-organizing networks -- why?", booktitle = "ESANN'96: European Symposium on Artificial Neural Networks", pages = "61-72", year = 1996, } @Article{Fritzke97a, author = "B. Fritzke", title = "The {LBG-U} method for vector quantization -- an improvement over {LBG} inspired from neural networks", journal = "Neural Processing Letters", publisher = "Kluwer Publishers", volume = 5, pages = "35--45", number = 1, year = 1997, } @Article{Fritzke94a, author = "B. Fritzke", title = "Fast learning with incremental {RBF} networks", journal = "Neural Processing Letters", volume = 1, number = 1, pages = "2--5", publisher = "D Facto Publishing", year = 1994, } @Article{Fritzke95b, author = "B. Fritzke", title = "Growing grid -- a self-organizing network with constant neighborhood range and adaptation strength", journal = "Neural Processing Letters", volume = 2, number = 5, pages = "9--13", publisher = "D Facto Publishing", year = 1995, } @InProceedings{Fritzke91, author = "B. Fritzke", title = "Unsupervised clustering with growing cell structures", booktitle = "Proc. of IJCNN-91", pages = "531--536 (Vol. II)", address = "Seattle", year = 1991, } @InProceedings{Fritzke91a, key = "B. Fritzke", author = "B. Fritzke and P. Wilke", title = "{FLEXMAP} -- {A} neural network with linear time and space complexity for the traveling salesman problem}", booktitle = "Proc. of IJCNN-91", pages = "929--934", address = "Singapore", year = 1991, } @InCollection{Fritzke91b, author = "B. Fritzke", editor = "T. Kohonen and K. M{\"a}kisara and O. Simula and J. Kangas", title = "Let it grow -- self-organizing feature maps with problem dependent cell structure", booktitle = "Artificial Neural Networks", pages = "403--408", publisher = "North-Holland", address = "Amsterdam", year = 1991, } @InCollection{Fritzke91c, author = "B. Fritzke and C. Nasahl", editor = "T. Kohonen and K. M{\"a}kisara and O. Simula and J. Kangas", title = "A neural network that learns to do hyphenation", booktitle = "Artificial Neural Networks", pages = "1375--1378", publisher = "North-Holland", address = "Amsterdam", year = 1991, } @InCollection{Fritzke92c, author = "B. Fritzke", editor = "I. Aleksander and J. Taylor", title = "Growing cell structures -- a self-organizing network in $k$ dimensions", booktitle = "Artificial Neural Networks II", pages = "1051--1056", publisher = "North-Holland", address = "Amsterdam", year = "1992", } @InCollection{Fritzke92d, author = "B. Fritzke", editor = "I. Aleksander and J. Taylor", title = "Using a library of efficient data structures and algorithms as a neural network research tool", booktitle = "Artificial Neural Networks II", pages = "1273--1276", publisher = "North-Holland", address = "Amsterdam", year = "1992", } @InCollection{Fritzke93d, author = "B. Fritzke", editor = "L. Giles and S. Hanson and J. Cowan", title = "Kohonen feature maps and growing cell structures -- a performance comparison", booktitle = "Advances in Neural Information Processing Systems 5", pages = "123--130", publisher = "Morgan Kaufmann Publishers", address = "San Mateo, CA", year = "1993", } @InCollection{Fritzke94b, author = "B. Fritzke", editor = "J. Cowan and G. Tesauro and J. Alspector", title = "Supervised Learning with Growing Cell Structures", booktitle = "Advances in Neural Information Processing Systems 6", pages = "255--262", publisher = "Morgan Kaufmann Publishers", address = "San Mateo, CA", year = "1994", }