The functions of the legal model of the real state circulation system by V. A. Petrushkin

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Robust multi-task feature selection with counterfactual explanation for schizophrenia identification using functional brain networks by Xinyan Yuan, Shaolong Wei, Ying Sun, Lingling Gu, Yanyan He, Tiantian Chen, Hongcheng Yao, Haonan Rao

“…A multi-task feature selection framework based on the Gray Wolf Optimizer (GWO) is developed to identify abnormal functional connectivity (FC) features in SZ patients. …”
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Biomechanical effects of postural and cognitive loads on trunk of workers performing assembly tasks at hand functional height by Huishuan WU, Yu JIN, Yan LIU, Siyi ZENG, Cunwen QIAN, Kezhi JIN

“…BackgroundThe neck, shoulders, and lower back are the primary affected areas of work-related musculoskeletal disorders. In manual tasks, combinations of hand functional height (defined as working height below the waist), awkward postures, and cognitive load are common risk factors. …”
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Altered Small-World Networks in First-Episode Schizophrenia Patients during Cool Executive Function Task by Zongya Zhao, Yaqing Cheng, Zhenxin Li, Yi Yu

“…At present, little is known about brain functional connectivity and its small-world topologic properties in first-episode schizophrenia (SZ) patients during cool executive function task. …”
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Functional connectivity of thalamic nuclei during sensorimotor task-based fMRI at 9.4 Tesla by Edyta Charyasz, Edyta Charyasz, Michael Erb, Michael Erb, Jonas Bause, Rahel Heule, Rahel Heule, Rahel Heule, Benjamin Bender, Vinod Kumar Jangir, Wolfgang Grodd, Klaus Scheffler, Klaus Scheffler

“…This work has important implications for understanding task-dependent functional connectivity between thalamic nuclei and different brain regions using task-based fMRI at 9.4 Tesla.…”
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A Comparison of Approaches for Segmenting the Reaching and Targeting Motion Primitives in Functional Upper Extremity Reaching Tasks by Kyle L. Jackson, Zoran Duric, Susannah M. Engdahl, Anthony C. Santago, Siddhartha Sikdar, Lynn H. Gerber

“…There is growing interest in the kinematic analysis of human functional upper extremity movement (FUEM) for applications such as health monitoring and rehabilitation. …”
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Effect of Mirror Therapy Combined with Task-Oriented Training on Hemiplegic Upper Limb Functions after Stroke by HE Aiqun, WANG Yang, NIE Tiancui, YING Qixing, YE Simei, SONG Qiushuang, XU Hui, HE Maoli

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Functional role of cell classes in monkey prefrontal cortex after learning a working memory task by Amirreza Asadi, Christos Constantinidis, Mohammad Reza Daliri

“…This study advances our understanding of the functional heterogeneity within the PFC and the specialized contributions of different neuronal subtypes to cognitive processes.…”
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Less Is More: Brain Functional Connectivity Empowered Generalizable Intention Classification With Task-Relevant Channel Selection by Haowei Lou, Zesheng Ye, Lina Yao, Yu Zhang

“…Specifically, we construct a task-adaptive graph representation of the brain network based on topological functional connectivity rather than distance-based connections. …”
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Dynamics of recurrent neural networks with piecewise linear activation function in the context-dependent decision-making task by Kononov, Roman Andreevich, Maslennikov, O.  V., Nekorkin, Vladimir Isaakovich

“…The possible types of attractors in the model were characterized, and their distribution within the ensemble of models relative to the cognitive task parameters was studied. A stable division into functional populations was observed in the ensemble of models, and the evolution of these populations’ composition was examined. …”
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Connectome-based predictive modeling of handwriting and reading using task-evoked and resting-state functional connectivity by Junjun Li, Dai Zhang, Huan Ren, Ke Zhou, Yang Yang

“…Our results demonstrated that general functional connectivity (GFC) metrics, which capture shared features across task-evoked and resting-state functional connectivity, reliably reflect individual differences in handwriting speed. …”
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Dynamic changes in large-scale functional connectivity prior to stimulation determine performance in a multisensory task by Edgar E. Galindo-Leon, Karl J. Hollensteiner, Florian Pieper, Gerhard Engler, Guido Nolte, Andreas K. Engel

“…Complex behavior and task execution require fast changes of local activity and functional connectivity in cortical networks at multiple scales. …”
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Task-oriented telerehabilitation for upper limb functional recovery after stroke: a retrospective cohort study by Xiaojuan Hong, Huanghong Cha, Xiao Bao, Jinning Luo, Xiuling Li, Jinling Cheng, Zicai Liu

“…The 95% CI for FMA-UE improvement between Tele-rehab TOT and face-to-face TOT was [−0.81, 7.39], not exceeding the non-inferiority margin of 12.4.ConclusionTask-oriented training and remote traditional neurofacilitation techniques for tele-rehabilitation of stroke patients can enhance upper limb motor function and improve quality of daily life with comparable efficacy to face-to-face task-oriented training. …”
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Dynamic programming in applied tasks which are allowing to reduce the options selection by D. A. Karpov, V. I. Struchenkov

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System representation of objects in the context of the practical tasks solving by O. Uzunov

“…The mechanism is the elements of the structure produce the planned set of properties through the process of functioning. It is shown that the sequence of activation of these components is determined by task which is solved. …”
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Brain-movement relationship during upper-limb functional movements in chronic post-stroke patients by C. O. Muller, G. Faity, M. Muthalib, S. Perrey, G. Dray, B. Xu, J. Froger, D. Mottet, I. Laffont, M. Delorme, K. Bakhti

“…Two non-invasive neuroimaging methods allow for recording task-related brain activation: functional near-infrared spectroscopy (fNIRS) and electroencephalography (fEEG), respectively based on hemodynamic response and neuronal electrical activity. …”
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Brain Function Characteristics of Children with Attention-Deficit/Hyperactivity Disorder Aged 4-9 Years During a GO/NOGO Task: An Functional Near-Infrared Spectroscopy Study by Cui Z, Liang A, Huang H, Ni X

“…Limitations include the cross-sectional design and relatively small sample size, which should be addressed in future longitudinal studies.Keywords: attention deficit hyperactivity disorder, fNIRS, execution function, brain network…”
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Task-related changes in resting state connectivity are affected by temporal interference (TI) stimulation by Danielle Lauren Kurtin, Ketevan Alania, Edward Rhodes, Samuel Vincent, Ines R. Violante, Nir Grossman

“…Background: Resting-state metrics, such as brain network activity and functional connectivity (FC), are influenced by preceding cognitive tasks, such as memory formation. …”
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Multifactor task allocation problem in wireless sensor and actuator networks by Lei MU, Jian-ying CHEN, Xiao-mei QU, Tao LIU

Subjects: “…wireless sensor and actuator network;multifactor task allocation;task efficiency function…”
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Multifactor task allocation problem in wireless sensor and actuator networks by Lei MU, Jian-ying CHEN, Xiao-mei QU, Tao LIU

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