Compositionality, MDL priors, and object recognition

Advances in Neural Information Processing Systems

Volumn , Issue , 1997, Pages 838-844

  Bienenstock, Elie ^a   Geman, Stuart ^a   Potter, Daniel ^a  

^a BROWN UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

BAYESIAN; COMPOSITIONAL MODELING; COMPOSITIONALITY; COST FUNCTIONALS; GLOBAL VISION; MULTIPLE INTERPRETATIONS; TREE-STRUCTURED; UNCONSTRAINED PROBLEMS;

OBJECT RECOGNITION;

EID: 84898937050     PISSN: 10495258     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (15)

1. Abeles, M. (1991) Corticonics: Neuronal circuits of the cerebral cortex, Cambridge University Press.
2. Bienenstock, E. (1991) Notes on the growth of a composition machine, in Proceedings of the Royaumont Interdisciplinary Workshop on Compositionality in Cognition and Neural Networks-I, D. Andler, E. Bienenstock, and B. Laks, Eds., pp. 25-43. (1994)
3. A Model of Neocortex. Network: Computation in Neural Systems, 6:179-224.
4. (1996) Composition, In Brain Theory: Biological Basis and Computational Principles, A. Aertsen and V. Braitenberg eds., Elsevier, pp 269-300.
5. Bienenstock, E., and Geman, S. (1995) Compositionality in Neural Systems, In The Handbook of Brain Theory and Neural Networks, M.A. Arbib ed., M.I.T./Bradford Press, pp 223-226.
6. Cover, T.M., and Thomas, J.A. (1991) Elements of Information Theory, Wiley and Sons, New York.
7. Damasio, A. R. (1989) Time-locked multiregional retroactivation: a systems-level proposal for the neural substrates of recall and recognition, Cognition, 33:25-62.
8. Fodor, J.A., and Pylyshyn, Z.W. (1988) Connectionism and cognitive architecture: a critical analysis, Cognition, 28:3-71.
9. Geman, S., Potter, D., and Chi, Z. (1996) Compositional Systems, Technical Report, Division of Applied Mathematics, Brown University.
10. Laplace, P.S. (1812) Esssai philosophique sur les probability. Translation of Truscott and Emory, New York, 1902.
11. Potter, D. (1997) Compositional Pattern Recognition, PhD Thesis, Division of Applied Mathematics, Brown University, In preparation
12. Rissanen, J. (1989) Stochastic Complexity in Statistical Inquiry World Scientific Co, Singapore.
13. Sillito, A.M., Jones, H.E, Gerstein, G.L., and West, D.C. (1994) Feature-linked synchronization of thalamic relay cell firing induced by feedback from the visual cortex, Nature, 369: 479-482
14. von der Malsburg, C. (1981) The correlation theory of brain function. Internal report 81-2, Max-Planck Institute for Biophysical Chemistry, Dept. of Neurobiology, Gottingen, Germany.
15. (1987) Synaptic plasticity as a basis of brain organization, in The Neural and Molecular Bases of Learning (J.P. Changeux and M. Konishi, Eds.), John Wiley and Sons, pp. 411-432.