Superpositional Gradient Descent

The official implementation of "Superpositional Gradient Descent: Harnessing Quantum Principles for Model Training", accepted for presentation at the IEEE QAI 2025 conference.

Authors

• Ahmet Erdem Pamuk
• Emir Kaan Özdemir
• Şuayp Talha Kocabay

Citation

If you use this code, please cite our paper:

@inproceedings{Pamuk_2025,
   title={Superpositional Gradient Descent: Harnessing Quantum Principles for Model Training},
   author={Pamuk, Ahmet Erdem and Özdemir, Emir Kaan and Kocabay, Şuayp Talha},
   booktitle={2025 IEEE International Conference on Quantum Artificial Intelligence (QAI)},
   publisher={IEEE},
   year={2025},
   month=nov,
   pages={184--189},
   doi={10.1109/qai63978.2025.00036},
   url={http://dx.doi.org/10.1109/QAI63978.2025.00036}
}