Diplomarbeit von Michael Schindler

Literatur 115
Hebb, D. O. (1949). The Organization of Behaviour. New York: Wiley. Siebte
Druckauflage, 1964.
Heskes, T. & Wiegerinck, W. (1998). On-line Learning with Time-Correlated
Examples. In D. Saad (Hrsg.), On-line Learning in Neural Networks, Kapitel 12,
S. 251–278. Cambridge, UK: Cambridge University Press.
Heskes, T. M. & Kappen, B. (1993). On-Line Learning Processes in Artificial
Neural Networks. In J. G. Taylor (Hrsg.), Mathematical Approaches to Neural
Networks, S. 199–233. Amsterdam: Elsevier Science Publishers B.V., North-
Holland.
Heskes, T. M., Slijpen, E. T., & Kappen, B. (1993). Cooling Schedules for
Learning in Neural Networks. Physical Review E 47(6), 4457–4464.
Hopkins, J. J. (1982). Neural Networks and Physical Systems with Emergent Collective
Computational Abilities. Proceedings of the National Academic Society
USA 79, 2554–2558. Abgedruckt in Anderson & Rosenfeld (1988).
Hubel, D. H. & Wiesel, T. N. (1974). Sequence Regularity and Geometry of
Orientation Columns in the Monkey Striate Cortex. Journal of Comparative Neurology
158(3), 267–294.
Jaynes, E. T. (1957). Information Theory and Statistical Mechanics. Physical Review
106(4), 620–630.
Jaynes, E. T. (1963). Information Theory and Statistical Mechanics. In Statistical
Physics 3, New York, Amsterdam. Brandeis Summer Institute 1962: Benjamin
Inc.
Klingbeil, E. (1988). Variationsrechnung. Mannheim: B.I. Wiss.-Verlag.
Kloppenburg, M. (1996). Lokale Hauptkomponentenanalyse in hochdimensionalen
Merkmalsräumen. Diplomarbeit, Institut für Medizinische Optik, Ludwig-
Maximilians-Universität, München.
Kloppenburg, M. & Tavan, P. (1997). Deterministic Annealing for Density
Estimation by Multivariate Normal Mixtures. Physical Review E 55(3), 2089–
2092.
Kohonen, T. (1982). Self-organized Formation of Topologically Correct Feature
Maps. Biological Cybernetics 43, 59–69. Abgedruckt in Anderson & Rosenfeld
(1988).
Kullback, S. & Leibler, R. A. (1951). On Information and Sufficiency. Annals
of Mathematical Statistics 22, 79–86.
McCulloch, W. S. & Pitts, W. (1943). A Logical Calculus of the Ideas Immanent
in Nervous Activity. Bull Math Biophys 5, 115–133. Abgedruckt in Anderson
& Rosenfeld (1988).
Oja, E. (1982). A Simplified Neuron Model as a Principal Component Analyzer.
Journal of Mathematical Biology 15, 267–273.