Activation function saturation determines robustness to conductance nonlinearity in analog in-memory learning

Gökgöz, Baki; Aydın, Tolga; Gül, Fatih

doi:10.1038/s41598-026-72039-3

Makale Tam Makale Uluslararası 2026

Activation function saturation determines robustness to conductance nonlinearity in analog in-memory learning

Baki Gökgöz, Tolga Aydın, Fatih Gül

Scientific Reports Cilt 1 · Sayı 1 · Makale no 1 · ss. 1–10 · 01.09.2026

DOI ile aç

Atıf için künye

Gökgöz, B., Aydın, T., & Gül, F. (2026). Activation function saturation determines robustness to conductance nonlinearity in analog in-memory learning. Scientific Reports, 1(1), 1–10. https://doi.org/10.1038/s41598-026-72039-3

BibTeX

@article{gokgoz2026-178210,
  author = {Gökgöz, Baki and Aydın, Tolga and Gül, Fatih},
  title = {Activation function saturation determines robustness to conductance nonlinearity in analog in-memory learning},
  journal = {Scientific Reports},
  year = {2026},
  volume = {1},
  number = {1},
  pages = {1--10},
  doi = {10.1038/s41598-026-72039-3},
  url = {https://akademik.atauni.edu.tr/yayinlar/178210-activation-function-saturation-determines-robustness-to-conductance-nonlinearity}
}