Coloring black boxes: Visualization of neural network decisions

Proceedings of the International Joint Conference on Neural Networks

Volumn 3, Issue , 2003, Pages 1735-1740

  Duch, Włodzisław ^a,b  

^a NANYANG TECHNOLOGICAL UNIVERSITY   (Singapore)

^b NICOLAUS COPERNICUS UNIVERSITY   (Poland)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; IMAGE PROCESSING; LINEAR EQUATIONS; MATHEMATICAL TRANSFORMATIONS; STOCHASTIC PROGRAMMING; TRANSFER FUNCTIONS; VECTORS;

BLACK BOXES; POLYGON VERTICES; SCATTEROGRAM IMAGES;

NEURAL NETWORKS;

EID: 0141459861     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (7)

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3. C. Bishop, Neural networks for pattern recognition. Oxford: Clarendon Press, 1994.
4. PDF version of this paper and the Matlab files are available at: http://www.phys.uni.torun.pl/kmk/publications.html
5. C.L, Blake, C.J. Merz, UCI Repository of machine learning databases, http://www.ics.uci.edu/mlearn/MLRepository.html. University of California, Irvine, Dept. of Information and Computer Science, 1998-2003.
6. I. Nabnay and C. Bishop, NETLAB software, Aston University, Birmingham, UK, 1997. http://www.ncrg.aston.ac.uk/netlab/
7. A. Naud, (1994): Neural and statistical methods for the visualization of multidimensional data. PhD thesis, Dept of Informatics, Nicholaus Copernicus University, 2001. Available from http://www.phys.uni.torun.pl/kmk/publications.html