Results 101 to 110 of about 2,713,157 (313)

Continual Learning for Multimodal Data Fusion of a Soft Gripper

Advanced Robotics Research, EarlyView.
Models trained on a single data modality often struggle to generalize when exposed to a different modality. This work introduces a continual learning algorithm capable of incrementally learning different data modalities by leveraging both class‐incremental and domain‐incremental learning scenarios in an artificial environment where labeled data is ...
Nilay Kushawaha, Egidio Falotico
wiley   +1 more source

Prevalence and Characteristics of Patients with Obstructive Sleep Apnea and Chronic Obstructive Pulmonary Disease: Overlap Syndrome

Life
Overlap syndrome (OVS) is a distinct clinical entity that seems to result in potential cardiovascular consequences. We aimed to estimate the prevalence and risk factors for OVS in OSA patients and analyze clinical and PSG characteristics associated with ...
Michail Fanaridis, Izolde Bouloukaki, Georgios Stathakis, Paschalis Steiropoulos, Nikos Tzanakis, Violeta Moniaki, Eleni Mavroudi, Ioanna Tsiligianni, Sophia Schiza   +8 more
doaj   +1 more source

Polysomnographic survey of sleep architecture in patients with methamphetamine dependence during remission [PDF]

Sleep Science
Introduction: Methamphetamine dependence is common in the world. Methamphetamine affects sleep architecture through changes in the monoaminergic activity of the brain.
Amir Rezaei-Ardani, Fariborz Rezaei-Talab, Lahya Afshari-Saleh, Hadi Asad-Pour, Zahra Amjadi-Goojgi   +4 more
doaj   +1 more source

Deep residual networks for automatic sleep stage classification of raw polysomnographic waveforms [PDF]

, 2018
We have developed an automatic sleep stage classification algorithm based on deep residual neural networks and raw polysomnogram signals. Briefly, the raw data is passed through 50 convolutional layers before subsequent classification into one of five ...
Jennum, Poul, Mignot, Emmanuel, Olesen, Alexander Neergaard, Peppard, Paul, Sorensen, Helge Bjarup Dissing   +4 more
core   +2 more sources

TVB C++: A Fast and Flexible Back‐End for The Virtual Brain

Advanced Science, EarlyView.
TVB C++ is a streamlined and fast C++ Back‐End for The Virtual Brain (TVB), designed to make it as flexible as TVB, and FAST. Another pillar is to be fully compatible with TVB so easy bindings can be created from Python. Users can easily configure TVB C++ to execute the same code but with enhanced performance and parallelism.
Ignacio Martín, Gorka Zamora‐López, Jan Fousek, Michael Schirner, Petra Ritter, Viktor Jirsa, Gustavo Deco, Gustavo Patow   +7 more
wiley   +1 more source

Robust, automated sleep scoring by a compact neural network with distributional shift correction. [PDF]

, 2019
Studying the biology of sleep requires the accurate assessment of the state of experimental subjects, and manual analysis of relevant data is a major bottleneck.
Barger, Zeke, Bouchard, Kristofer E, Dan, Yang, Frye, Charles G, Liu, Danqian   +4 more
core   +1 more source

Long‐Term Memory Updating Parallels Altered Awake and Sleep Hippocampal Replays

Advanced Science, EarlyView.
This study introduces a behavioral paradigm for memory updating and reveals underlying hippocampal mechanisms. Replays of place cells predict future behavioral choices during behavior and show a bias toward high‐reward locations during non‐rapid eye movement (NREM) sleep, specifically within the memory updating process.
Jifu Tong, Yuanwei Xing, Yawen Zheng, Linshu Wang, Shan Shao, Jiao Wu, Longyu Ma, Shuting Liu, Naizheng Liu, Xuetao Qi, Ting Wang, Kun Cui, Shuang Cui, You Wan, Ming Yi   +14 more
wiley   +1 more source

Sleep disturbances in drug naïve Parkinson′s disease (PD) patients and effect of levodopa on sleep

Annals of Indian Academy of Neurology, 2014
Context: Parkinson′s disease (PD) is associated with sleep disturbances, attributed to the neurodegenerative process and therapeutic drugs. Studies have found levodopa to increase wakefulness in some patients while increasing sleepiness in others.
Teresa Ferreira, Sudesh Prabhakar, Parampreet S Kharbanda   +2 more
doaj   +1 more source

Serotonergic Input to Orexin Neurons Plays a Role in Maintaining Wakefulness and REM Sleep Architecture

Frontiers in Neuroscience, 2018
Neurons expressing neuropeptide orexins (hypocretins) in the lateral hypothalamus (LH) and serotonergic neurons in the dorsal raphe nucleus (DR) both play important roles in the regulation of sleep/wakefulness states, and show similar firing patterns ...
Yuki C. Saito, N. Tsujino, M. Abe, M. Yamazaki, K. Sakimura, T. Sakurai   +5 more
semanticscholar   +1 more source

Diagnosis, Prognosis, and Drug Target Discovery for Chronic Widespread Pain: A Large Proteogenomic Study

Advanced Science, EarlyView.
Plasma proteomics is leveraged to decode the biological underpinnings of chronic widespread pain. A nested machine learning framework integrates proteomic signatures, prospective outcomes, and Mendelian randomization to uncover 18 causal proteins.
Li Chen, Eoin Kelleher, Ruogu Meng, Duanke Liu, Yuchen Guo, Yunhe Wang, Yaqing Gao, Zhe Huang, Zhu Liang, Shuai Yuan, Chao Zeng, Jun Ma, Yanhui Dong, Anushka Irani, Guanghua Lei, Junqing Xie, Daniel Prieto‐Alhambra   +16 more
wiley   +1 more source