Hilbert matrix-based weight initialization enhanced by mutual information for neural network optimization.

Oleiwi ZC, Shukur A, Alyasiri H, Saeed NA, Pham VT

Open source

DOI
10.1063/5.0283320
Published
2026 Jan 1
Container
Chaos (Woodbury, N.Y.)
Publisher
Not recorded
Open access
unknown

Credibility signals

limited evidence Score 43/100 under policy 1.0.0. This is a metadata assessment, not a judgment of the paper's conclusions.

Show all credibility signals

Cite this work

BibTeX

@article{allodium:10.1063/5.0283320,
  title = {Hilbert matrix-based weight initialization enhanced by mutual information for neural network optimization.},
  author = {Oleiwi ZC and Shukur A and Alyasiri H and Saeed NA and Pham VT},
  year = {2026},
  journal = {Chaos (Woodbury, N.Y.)},
  doi = {10.1063/5.0283320},
  url = {https://doi.org/10.1063/5.0283320}
}

RIS

TY  - JOUR
TI  - Hilbert matrix-based weight initialization enhanced by mutual information for neural network optimization.
AU  - Oleiwi ZC
AU  - Shukur A
AU  - Alyasiri H
AU  - Saeed NA
AU  - Pham VT
PY  - 2026
JO  - Chaos (Woodbury, N.Y.)
DO  - 10.1063/5.0283320
UR  - https://doi.org/10.1063/5.0283320
ER  - 

APA

ZC, O., A, S., H, A., NA, S., & VT, P. (2026). Hilbert matrix-based weight initialization enhanced by mutual information for neural network optimization.. Chaos (Woodbury, N.Y.). https://doi.org/10.1063/5.0283320

Source records