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Self-Organizing Abductive (Polynomial) Networks

- Network of polynomial functional elements- not simple neurons

- No fixed a priori  model structure. Model evolves with training

- Automatic selection of: Significant inputs, Network size, Element types, Connectivity, and Coefficients

- Automatic stopping criteria, with simple control on complexity

- Analytical input-output relationships

“Double” Element:

y = w0+ w1 x1 + w2 x2

+ w3 x12 + w4 x22

+ w5 x1 x2

+ w6 x13 + w7 x23

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