Coherence

A Functional Connectivity-Based Model with a Lightweight Attention Mechanism for Depression Recognition Using EEG signals

A Functional Connectivity-Based Model with a Lightweight Attention Mechanism for Depression Recognition Using EEG signals 150 150 Transactions on Neural Systems and Rehabilitation Engineering (TNSRE)
Numerous studies on depression recognition utilize attention mechanisms as tools for feature extraction. Applying the standard multi-head self-attention mechanism to the spatial domain of EEG data is a feasible approach… read more

Synergy-Based Estimation of Balance Condition During Walking Tests

Synergy-Based Estimation of Balance Condition During Walking Tests 150 150 Transactions on Neural Systems and Rehabilitation Engineering (TNSRE)
In the area of human-machine interface research, the continuous estimation of the Center of Pressure (COP) in the human body can assess users’ balance conditions, thereby effectively enhancing the safety… read more

Characterizing Two Hybrid Exercise-Cognitive Training Interventions With Neurophysiological and Behavioral Indexes in Post-Stroke Patients With Cognitive Dysfunction: A Randomized Controlled Trial

Characterizing Two Hybrid Exercise-Cognitive Training Interventions With Neurophysiological and Behavioral Indexes in Post-Stroke Patients With Cognitive Dysfunction: A Randomized Controlled Trial 150 150 Transactions on Neural Systems and Rehabilitation Engineering (TNSRE)
Combined exercise and cognitive training have been evidenced to be effective in cognitive and physical functions in post-stroke survivors. Recent interest has gradually shifted to technology-aided cognitive rehabilitation. However, clear… read more
Graph Theory Analysis of Functional Connectivity in Major Depression Disorder with High-Density Resting State EEG data

Cortico-Muscular Coherence Modulated by High-Definition Transcranial Direct Current Stimulation in People With Chronic Stroke

Author(s)3: Shi-Chun Bao, Wan-Wa Wong, Thomas Wai Hong Leung, Kai-Yu Tong
Cortico-Muscular Coherence Modulated by High-Definition Transcranial Direct Current Stimulation in People With Chronic Stroke 780 435 Transactions on Neural Systems and Rehabilitation Engineering (TNSRE)

    High-definition transcranial direct current stimulation (HD-tDCS) is a potential neuromodulation apparatus for stroke rehabilitation. However, its modulatory effects in stroke subjects is still not well understood. In this paper,…

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Graph Theory Analysis of Functional Connectivity in Major Depression Disorder with High-Density Resting State EEG data

Graph Theory Analysis of Functional Connectivity in Major Depression Disorder with High-Density Resting State EEG data

Author(s)3: Shuting Sun, Xiaowei Li, Jing Zhu, Ying Wang, Rong La, Xuemin Zhang, Liuqing Wei, Bin Hu
Graph Theory Analysis of Functional Connectivity in Major Depression Disorder with High-Density Resting State EEG data 780 435 Transactions on Neural Systems and Rehabilitation Engineering (TNSRE)

        Existing studies have shown functional brain networks in patients with major depressive disorder (MDD) have abnormal network topology structure. But the methods to construct brain network still exist some…

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The results of significant and correlation analysis in Delta frequency band.

Magnitude Squared Coherence Method based on Weighted Canonical Correlation Analysis for EEG Synchronization Analysis in Amnesic Mild Cognitive Impairment of Diabetes Mellitus

Author(s)3: Dong Cui, Shunai Qi, Guanghua Gu, Xiaoli Li, Zhaohui Li, Lei Wang, Shimin Yin
Magnitude Squared Coherence Method based on Weighted Canonical Correlation Analysis for EEG Synchronization Analysis in Amnesic Mild Cognitive Impairment of Diabetes Mellitus 538 426 Transactions on Neural Systems and Rehabilitation Engineering (TNSRE)

       Type 2 diabetes mellitus (T2DM) increases the risk of amnestic mild cognitive impairment (aMCI) and Alzheimer’s disease(AD). aMCI is the transitory stage from normal cognition to AD, which seriously…

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