classification Archives - Transactions on Neural Systems and Rehabilitation Engineering (TNSRE)

March 26, 2021

Deep Learning for Accelerometric Data Assessment and Ataxic Gait Monitoring

Author(s)3: Aleš Procházka, Ondřej Dostál, Pavel Cejnar, Hagar Ibrahim Mohamed, Zbyšek Pavelek, Martin Vališ, Oldřich Vyšata

Deep Learning for Accelerometric Data Assessment and Ataxic Gait Monitoring https://www.embs.org/tnsre/wp-content/uploads/sites/15/2021/03/Capture-2.png 526 336 Transactions on Neural Systems and Rehabilitation Engineering (TNSRE) Transactions on Neural Systems and Rehabilitation Engineering (TNSRE) //www.embs.org/tnsre/wp-content/uploads/sites/15/2022/06/ieee-tnsre-logo2x.png March 26, 2021 March 4, 2022

Ataxic gait monitoring and assessment of neurological disorders belong to important multidisciplinary areas that are supported by digital signal processing methods and machine learning tools. This paper presents the possibility…

Functional Connectivity Analysis of Mental Fatigue Reveals Different Network Topological Alterations Between Driving and Vigilance Tasks

Author(s)3: Georgios N. Dimitrakopoulos, Ioannis Kakkos, Zhongxiang Dai, Hongtao Wang, Nitish V. Thakor, Anastasios Bezerianos, Yu Sun

Functional Connectivity Analysis of Mental Fatigue Reveals Different Network Topological Alterations Between Driving and Vigilance Tasks https://www.embs.org/tnsre/wp-content/uploads/sites/15/2018/04/Functional-Connectivity.png 780 557 Transactions on Neural Systems and Rehabilitation Engineering (TNSRE) Transactions on Neural Systems and Rehabilitation Engineering (TNSRE) //www.embs.org/tnsre/wp-content/uploads/sites/15/2022/06/ieee-tnsre-logo2x.png April 12, 2018 March 4, 2022

Despite the apparent importance of mental fatigue detection, a reliable application is hindered due to the incomprehensive understanding of the neural mechanisms of mental fatigue. In this paper, we…

Abnormal Neural Oscillations in Schizophrenia Assessed by Spectral Power Ratio of MEG During Word Processing

Author(s)3: Tingting Xu, Massoud Stephane, Keshab K. Parhi

Abnormal Neural Oscillations in Schizophrenia Assessed by Spectral Power Ratio of MEG During Word Processing https://www.embs.org/tnsre/wp-content/uploads/sites/15/2016/11/Abnormal-Neural-Oscillations.jpg 780 435 Transactions on Neural Systems and Rehabilitation Engineering (TNSRE) Transactions on Neural Systems and Rehabilitation Engineering (TNSRE) //www.embs.org/tnsre/wp-content/uploads/sites/15/2022/06/ieee-tnsre-logo2x.png November 30, 2016 March 4, 2022

This study investigated spectral power of neural oscillations associated with word processing in schizophrenia. Magnetoencephalography (MEG) data were acquired from 12 schizophrenia patients and 10 healthy controls during a visual…