A systematic review of closed-loop feedback techniques in sleep studies—related issues and future directions

J Choi, M Kwon, SC Jun - Sensors, 2020 - mdpi.com
Advances in computer processing technology have enabled researchers to analyze real-
time brain activity and build real-time closed-loop paradigms. In many fields, the …

Call to action: an open-source pipeline for standardized performance evaluation of sleep-tracking technology

D Benedetti, L Menghini, R Vallat, R Mallett, O Kiss… - Sleep, 2023 - academic.oup.com
Dear Editor, Over the last decade, the field of sleep research and clinical sleep medicine has
dramatically expanded in its capability for measuring sleep naturalistically, longitudinally …

Real‐time, closed‐loop, or open‐loop stimulation? Navigating a terminological jungle

JW Antony, HVV Ngo, TO Bergmann… - Journal of sleep …, 2022 - Wiley Online Library
Recent advancements in real‐time brain stimulation in the sleep field have led to many
exciting findings. However, they have also opened up terminological ambiguities about what …

Stimulating the sleeping brain: Current approaches to modulating memory-related sleep physiology

N Cellini, SC Mednick - Journal of neuroscience methods, 2019 - Elsevier
Background One of the most audacious proposals throughout the history of psychology was
the potential ability to learn while we sleep. The idea penetrated culture via sci-fi movies and …

Evaluations of commercial sleep technologies for objective monitoring during routine sleeping conditions

JD Stone, LE Rentz, J Forsey, J Ramadan… - Nature and science of …, 2020 - Taylor & Francis
Purpose The commercial market is saturated with technologies that claim to collect
proficient, free-living sleep measurements despite a severe lack of independent third-party …

Modulation of sleep using noninvasive stimulations during sleep

KS Park, SH Choi, H Yoon - Biomedical Engineering Letters, 2023 - Springer
Among the various sleep modulation methods for improving sleep, three methods using
noninvasive stimulation during sleep have been reviewed and summarized. The first method …

A standardized framework for testing the performance of sleep-tracking technology: step-by-step guidelines and open-source code

L Menghini, N Cellini, A Goldstone, FC Baker… - Sleep, 2021 - academic.oup.com
Sleep-tracking devices, particularly within the consumer sleep technology (CST) space, are
increasingly used in both research and clinical settings, providing new opportunities for …

Selective REM sleep restriction in mice using a device designed for tunable somatosensory stimulation

DM Huffman, AA Asma'a, A Agarwal… - Journal of Neuroscience …, 2024 - Elsevier
Background Sleep perturbation is widely used to investigate the physiological mechanisms
that mediate sleep-wake dynamics, and to isolate the specific roles of sleep in health and …

Sleep-tracking technology in scientific research: looking to the future

MA Grandner, MR Lujan, SB Ghani - Sleep, 2021 - academic.oup.com
Since the early 1970s, wearable technology has been used to assess sleep/wake behavior
patterns in free-living conditions [1]. Over the past several decades, this technology has …

[HTML][HTML] Closed-loop auditory stimulation of sleep slow oscillations: basic principles and best practices

MJ Esfahani, S Farboud, HVV Ngo, J Schneider… - Neuroscience & …, 2023 - Elsevier
Sleep is essential for our physical and mental well-being. During sleep, despite the paucity
of overt behavior, our brain remains active and exhibits a wide range of coupled brain …