Construct · 1 fields · 1 citations

Siamese network: a standalone construct

One name. One construct. A landmark on the map.

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Machine learning

two identical subnetworks with shared weights that map two inputs to feature vectors whose distance indicates whether the inputs match.

In machine learning, Siamese network refers to two identical subnetworks with shared weights that map two inputs to feature vectors whose distance indicates whether the inputs match. This meaning comes from Bromley (1993) in International Journal of Pattern Recognition and Artificial Intelligence.[1]

Unit
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Nearby constructs

feature2 fields · 4 citationsjingle · one word, two constructs intelligence6 fields · 14 citationsjingle · one name, six constructs learning6 fields · 14 citationsjingle · one name, six constructs

References

Bromley, J., Bentz, J. W., Bottou, L., Guyon, I., Lecun, Y., Moore, C., SÄCKINGER, E., & Shah, R. (1993). Signature Verification Using a “siamese” Time Delay Neural Network. International Journal of Pattern Recognition and Artificial Intelligence, 07(04), 669-688. https://doi.org/10.1142/s0218001493000339

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