preprint · arXiv (Cornell University) · 2023

Sleep Deprivation in the Forward-Forward Algorithm

Lică, Mircea-Tudor, Dinucu-Jianu, David

Cited by 0Open access

Abstract

This paper aims to explore the separation of the two forward passes in the Forward-Forward algorithm from a biological perspective in the context of sleep. We show the size of the gap between the sleep and awake phase influences the learning capabilities of the algorithm and highlight the importance of negative data in diminishing the devastating effects of sleep deprivation.

Cite this paper

APA 7

Lică, M.-T., & Dinucu-Jianu, D. (2023). Sleep Deprivation in the Forward-Forward Algorithm. arXiv (Cornell University). https://doi.org/10.48550/arxiv.2310.18647

MLA 9

Lică, Mircea-Tudor, and David Dinucu-Jianu. “Sleep Deprivation in the Forward-Forward Algorithm.” arXiv (Cornell University), 2023, https://doi.org/10.48550/arxiv.2310.18647.

Chicago

Lică, Mircea-Tudor, and David Dinucu-Jianu. 2023. “Sleep Deprivation in the Forward-Forward Algorithm.” arXiv (Cornell University). https://doi.org/10.48550/arxiv.2310.18647.

Harvard

Lică, M.-T. and Dinucu-Jianu, D. (2023) ‘Sleep Deprivation in the Forward-Forward Algorithm’, arXiv (Cornell University). Available at: https://doi.org/10.48550/arxiv.2310.18647.

BibTeX

@misc{lica2023sleep,
  title = {{Sleep Deprivation in the Forward-Forward Algorithm}},
  author = {Lică, Mircea-Tudor and Dinucu-Jianu, David},
  journal = {arXiv (Cornell University)},
  year = {2023},
  doi = {10.48550/arxiv.2310.18647}
}

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