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Matches in SemOpenAlex for { <https://semopenalex.org/work/W2005355801> ?p ?o ?g. }

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• W2005355801 abstract "We propose two algorithms for constructing and training compact feedforward networks of linear threshold units. The SHIFT procedure constructs networks with a single hidden layer while the PTI constructs multilayered networks. The resulting networks are guaranteed to perform any given task with binary or real-valued inputs. The various experimental results reported for tasks with binary and real-valued inputs indicate that our methods compare favorably with alternative procedures deriving from similar strategies, both in terms of size of the resulting networks and of their generalization properties." @default.
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• W2005355801 date "1997-10-01" @default.
• W2005355801 modified "2023-10-05" @default.
• W2005355801 title "Two Constructive Methods for Designing Compact Feedforward Networks of Threshold Units" @default.
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• W2005355801 doi "https://doi.org/10.1142/s0129065797000562" @default.
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