onur-keles / paon

Pade Approximant Neuron.

Paon: Padé Approximant Neuron

The PyTorch implementation for Pade Approximant Neurons, first introduced in "PAON: A New Neuron Model using Padé Approximants," accepted to the International Conference on Image Processing (ICIP), 2024.

The code for the neuron/layer is to be published.

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Citation

If this repository is helpful to you in any way, please cite the following work:

@misc{keles2024paon,
      title={PAON: A New Neuron Model using Pad\'e Approximants}, 
      author={Onur Keleş and A. Murat Tekalp},
      year={2024},
      eprint={2403.11791},
      archivePrefix={arXiv},
      primaryClass={eess.IV}
}