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The Cartographer
Sleep Deprivation in the Forward-Forward Algorithm
October 28, 2023 Β· Declared Dead Β· π Tiny Papers @ ICLR
"No code URL or promise found in abstract"
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Authors
Mircea-Tudor LicΔ, David Dinucu-Jianu
arXiv ID
2310.18647
Category
cs.AI: Artificial Intelligence
Citations
0
Venue
Tiny Papers @ ICLR
Last Checked
5 months ago
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.
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