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Improvements and extensions to the constructive algorithm CARVE

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Artificial Neural Networks — ICANN 96 (ICANN 1996)

Part of the book series: Lecture Notes in Computer Science ((LNCS,volume 1112))

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References

  1. S Young and T Downs, “CARVE — A constructive algorithm for real valued examples,” Proceedings ICANN'94, Sorrento, Italy, pp 785–788.

    Google Scholar 

  2. M Marchand, M Golea and P Rujan, “A convergence theorem for sequential learning in two-layer perceptrons,” Europhysics Letters, Vol 11, pp 487–492, 1990.

    Google Scholar 

  3. G Swart, “Finding the convex hull facet by facet,” Journal of Algorithms, Vol 6, pp17–48, 1985.

    Google Scholar 

  4. S Young, “Constructive neural network training algorithms for pattern classification using computational geometry techniques,” PhD Thesis, University of Queensland, 1995.

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  5. R Rujan and M Marchand, “Learning by Minimizing Resources in Neural Networks”, Complex Systems, 3, pp. 229–241, 1989.

    Google Scholar 

  6. M Mezard and J-P Nadal, “Learning in feedforward layered networks: the tiling algorithm”, Journal of Physics A; Mathematical and General, 22, pp 2191–2203, 1989

    Google Scholar 

  7. M Frean, “The Upstart Algorithm: A Method for Constructing and Training Feedforward Neural Networks”, Neural Computation, 2, pp 198–209, 1990

    Google Scholar 

  8. E B Baum and K J Lang, “Constructing hidden units using examples and queries,” Advances in Neural Information Processing Systems,” Vol 2, pp 904–910, 1990.

    Google Scholar 

  9. R P Gorman and T Sejnowski, “Analysis of hidden units in a layered network trained to classify sonar targets,” Neural Networks, Vol 1, pp75–89, 1988.

    Google Scholar 

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Christoph von der Malsburg Werner von Seelen Jan C. Vorbrüggen Bernhard Sendhoff

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© 1996 Springer-Verlag Berlin Heidelberg

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Young, S., Downs, T. (1996). Improvements and extensions to the constructive algorithm CARVE. In: von der Malsburg, C., von Seelen, W., Vorbrüggen, J.C., Sendhoff, B. (eds) Artificial Neural Networks — ICANN 96. ICANN 1996. Lecture Notes in Computer Science, vol 1112. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-61510-5_88

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  • DOI: https://doi.org/10.1007/3-540-61510-5_88

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  • Print ISBN: 978-3-540-61510-1

  • Online ISBN: 978-3-540-68684-2

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