Optimal capacity of graded-response perceptrons
Optimal capacities of perceptrons with graded input-output relations are computed within the Gardner approach (1988). The influence of desired output precision, stability with respect to input errors, and output-pattern statistics are analysed and discussed.
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| Main Authors: | , , |
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| Format: | Article (Journal) |
| Language: | English |
| Published: |
1993
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| In: |
Journal of physics. A, Mathematical and general
Year: 1993, Volume: 26, Issue: 13, Pages: 3149-3158 |
| ISSN: | 1361-6447 |
| DOI: | 10.1088/0305-4470/26/13/019 |
| Online Access: | Verlag, lizenzpflichtig, Volltext: https://doi.org/10.1088/0305-4470/26/13/019 Verlag, lizenzpflichtig, Volltext: https://dx.doi.org/10.1088/0305-4470/26/13/019 
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| Author Notes: | D. Bolle, R. Kuhn, J. van Mourik |
| Summary: | Optimal capacities of perceptrons with graded input-output relations are computed within the Gardner approach (1988). The influence of desired output precision, stability with respect to input errors, and output-pattern statistics are analysed and discussed. |
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| Item Description: | Gesehen am 15.06.2023 Falsche Namensform in der Verfasserangabe. Richtig: Kühn, Reimer |
| Physical Description: | Online Resource |
| ISSN: | 1361-6447 |
| DOI: | 10.1088/0305-4470/26/13/019 |