Back

Memory transfer unfolds through rapid shifts in memory stability states during sleep in humans

Li, X.; Uji, M.; Katsumata, R.; Suzuki, C.; Ueno, K.; Fukunaga, M.; Aritake Okada, S.; Waggoner, R. A.; Tamaki, M.

2026-03-03 neuroscience
10.64898/2026.03.01.708409 bioRxiv
Show abstract

Sleep benefits learning and memory. Fundamental questions remain regarding whether and how sleep transfers memories for adaptive behavior in humans. We demonstrate that declarative to procedural memory transfer occurs through rapid network reorganization and memory stability shifts in human participants. Following local processing in motor circuit during slow wave-spindle coupling in nonrapid eye movement (NREM) sleep, multiregional communication during phasic rapid-eye movement (REM) sleep enables transfer. By leveraging a newly developed time-resolved simultaneous ultrahigh-field magnetic resonance spectroscopy and polysomnography, we further reveal that memory state becomes instantaneously unstable during slow wave-spindle coupling then enters a hyperstable state during phasic-REM sleep. Thus, sleep bridges memory systems, utilizing increased instability in NREM sleep, and transferring memory through hyperstabilization in REM sleep for knowledge integration.

Matching journals

The top 6 journals account for 50% of the predicted probability mass.

1
Neuron
282 papers in training set
Top 1%
11.9%
2
Nature Communications
4913 papers in training set
Top 15%
11.9%
3
Advanced Science
249 papers in training set
Top 0.9%
11.9%
4
eLife
5422 papers in training set
Top 12%
6.6%
5
Proceedings of the National Academy of Sciences
2130 papers in training set
Top 12%
6.2%
6
Nature Neuroscience
216 papers in training set
Top 2%
6.2%
50% of probability mass above
7
Cell Reports
1338 papers in training set
Top 11%
4.7%
8
Cell
370 papers in training set
Top 5%
4.2%
9
Science Advances
1098 papers in training set
Top 5%
3.8%
10
National Science Review
22 papers in training set
Top 0.4%
3.5%
11
Nature
575 papers in training set
Top 7%
3.5%
12
The Journal of Neuroscience
928 papers in training set
Top 4%
2.5%
13
Current Biology
596 papers in training set
Top 7%
2.3%
14
Science
429 papers in training set
Top 12%
2.0%
15
Developmental Cell
168 papers in training set
Top 9%
1.3%
16
iScience
1063 papers in training set
Top 23%
1.2%
17
Communications Biology
886 papers in training set
Top 15%
1.2%
18
Nature Human Behaviour
85 papers in training set
Top 3%
1.2%
19
Progress in Neurobiology
41 papers in training set
Top 1%
0.9%
20
PLOS Biology
408 papers in training set
Top 19%
0.8%
21
Scientific Reports
3102 papers in training set
Top 77%
0.7%
22
eneuro
389 papers in training set
Top 10%
0.6%
23
Molecular Cell
308 papers in training set
Top 11%
0.6%
24
Cell Research
49 papers in training set
Top 3%
0.6%