Sleep spindles detection
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Benchmarks
DREAMS sleep spindles
결과 1개
Most implemented
Advanced sleep spindle identification with neural networks
2022-02-06 · 구현 1개
Deep Neural Dynamic Bayesian Networks applied to EEG sleep spindles modeling
2020-10-16 · 구현 1개
Papers
Advanced sleep spindle identification with neural networks
2022-02-06 · Scientific Reports 2022 5
· Lars Kaulen, Justus T. C. Schwabedal, Jules Schneider, Philipp Ritter 외
Sleep spindles are neurophysiological phenomena that appear to be linked to memory formation and other functions of the central nervous system, and that can be observed in electroencephalographic recordings (EEG) during …
DiagnosticEEGElectroencephalogram (EEG)Sleep Micro-event detection+4Deep Neural Dynamic Bayesian Networks applied to EEG sleep spindles modeling
2020-10-16
· Carlos A. Loza, Laura L. Colgin
We propose a generative model for single-channel EEG that incorporates the constraints experts actively enforce during visual scoring. The framework takes the form of a dynamic Bayesian network with depth in both the lat…
EEGElectroencephalogram (EEG)Sleep spindles detectionTime Series+1