Higher-Order Deep Polynomial Neural Network
收藏Zenodo2026-03-14 更新2026-05-26 收录
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https://zenodo.org/doi/10.5281/zenodo.19021958
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资源简介：
MATLAB implementation of a Deep Polynomial Neural Network, a higher-order architecture where neurons compute polynomial combinations of inputs (x, x², x³, ..., xᴰ) rather than simple weighted sums. This design enables the network to inherently capture complex non-linear relationships.
The code includes the polynomial layer implementation, training algorithms, and Bayesian optimization for hyperparameter tuning (polynomial degree, network depth, layer sizes).
Note: The paper is submitted to ICCAD 2026. Restrictions will be removed upon paper acceptance.
提供机构：
Zenodo
创建时间：
2026-03-14
