arXiv · 2025 · Preprint

Memory-Augmented Transformers: A Systematic Review from Neuroscience Principles to Enhanced Model Architectures

Parsa Omidi, Xingshuai Huang, Axel Laborieux, Bahareh Nikpour, Tianyu Shi, Armaghan Eshaghi

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Date
2025-08-14
Citations
11
arXiv
2508.10824
Cite
@misc{omidi2025memoryaugmented,
  title = {Memory-Augmented Transformers: A Systematic Review from Neuroscience Principles to Enhanced Model Architectures},
  author = {Parsa Omidi and Xingshuai Huang and Axel Laborieux and Bahareh Nikpour and Tianyu Shi and Armaghan Eshaghi},
  year = {2025},
  eprint = {2508.10824},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2508.10824},
}