Assessing similarity of emergent representations based on unsupervised learning

IEEE International Conference on Neural Networks - Conference Proceedings

Volumn 1, Issue , 2004, Pages 597-602

  Raitio, Juha ^a   Vigário, Ricardo ^a   Särelä, Jaakko ^a   Honkela, Timo ^a  

^a AALTO UNIVERSITY   (Finland)

Author keywords

[No Author keywords available]

Indexed keywords

BRAIN; COMPUTATIONAL COMPLEXITY; MAPPING; NEURAL NETWORKS; PARAMETER ESTIMATION; SELF ORGANIZING MAPS; SET THEORY; VECTORS;

COLOR SPECTRUM; CONNECTIONIST NETWORKS; MENTAL REPRESENTATIONS; MOMENTARY REPRESENTATIONS;

LEARNING SYSTEMS;

EID: 10944230744     PISSN: 10987576     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (13)

1. P. M. Churchland, "Some reductive strategies in cognitive neurobiology," in A neurocomputational perspective: the nature of mind and the structure of science. Cambridge, MA: MIT Press/Bradford Books, 1986, pp. 279-309.
2. J. A. Fodor and E. Lepore, "Paul Churchland and state space semantics," in The Churchlands and their critics, R. N. McCauley, Ed. Blackwell, 1996.
3. A. Laakso and G. Cottrell, "Content and cluster analysis: assessing representational similarity in neural systems," Philosophical psychology, vol. 13, no. 1, pp. 47-76, 2000.
4. P. M. Churchland, 'Learning and conceptual change," in A neurocomputational perspective: the nature of mind and the structure of science. Cambridge, MA: MIT Press/Bradford Books, 1989, pp. 231-253.
5. C. Hardin, Color for Philosophers, extended ed. Indianapolis/Cambridge: Hackett Publishing Company, 1995.
6. S. Zeki and L. Marini, Three cortical stages of colour processing in the human brain," Brain, vol. 121, pp. 1669-1685, 1998.
7. T. Kohonen, Self-Organizing Maps, 3rd ed., ser. Springer Series in Information Sciences. Springer-Verlag, 2001.
8. T. Kohonen and R. Hari, "Where the abstract feature maps of the brain might come from," Trends Neurosci., vol. 22, pp. 135-139, 1999.
9. Anonymous, "Joensuu spectra databases," 2003, http://cs.joensuu.fi/spectral/databases/.
10. _, Munsell book of color: matte finish collection. Baltimore: Munsell Color, 1976.
11. J. Vesanto, J. Himberg, and E. Alhoniemi, "SOM Toolbox for Matlab 5," Helsinki University of Technology, Espoo, Finland, Publications in Computer and Information Science A57, 2000.
12. T. Honkela, "Self-organizing maps in symbol processing," in Hybrid neural systems. New York, NY, USA: Springer, 2000, pp. 348-362.
13. T. Honkela, K. I. Hynnä, K. Lagus, and J. Särelä, Eds., Adaptive and Statistical Approaches in Conceptual Modeling, ser. Publications in Computer and Information Science, no. A75. Espoo, Finland: Helsinki University of Technology, 2004.