Construct · 1 fields · 1 citations

adaptive resonance theory: a standalone construct

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adaptiveresonance theory1 CONSTRUCTAdaptive resonanceCARPENTER · COMPUTATIONAL

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Computational cognitive science

neural network theory in which learned categories stay stable because new input updates a category only when it resonates closely enough with top-down expectations.

In computational cognitive science, adaptive resonance theory refers to neural network theory in which learned categories stay stable because new input updates a category only when it resonates closely enough with top-down expectations. This meaning comes from Carpenter (1987) in Computer Vision, Graphics, and Image Processing.[1]

Unit
Recovery means
Measured by

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category4 fields · 4 citationsjingle · one word, four constructsimage4 fields · 5 citationsjingle · one word, four constructsnetwork4 fields · 6 citationsjingle · one word, four constructs

References

  1. Carpenter, G. A., & Grossberg, S. (1987). A massively parallel architecture for a self-organizing neural pattern recognition machine. Computer Vision, Graphics, and Image Processing, 37(1), 54-115. https://doi.org/10.1016/s0734-189x(87)80014-2

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