Analytical models

Dyslexia Analysis and Diagnosis Based on Eye Movement
Dyslexia Analysis and Diagnosis Based on Eye Movement 150 150 Transactions on Neural Systems and Rehabilitation Engineering (TNSRE)
Dyslexia is a complex reading disorder characterized by difficulties in accurate or fluent word recognition, poor spelling, and decoding abilities. These challenges are not due to intellectual, visual, or auditory… read more

Controlling Powered Prosthesis Kinematics Over Continuous Inter-Leg Transitions Between Walking and Stair Ascent/Descent
Controlling Powered Prosthesis Kinematics Over Continuous Inter-Leg Transitions Between Walking and Stair Ascent/Descent 150 150 Transactions on Neural Systems and Rehabilitation Engineering (TNSRE)
Although powered prosthetic legs have enabled more biomimetic joint kinematics during steady-state activities like walking and stair climbing, transitions between these activities are usually handled by discretely switching controllers without… read more

Motor-Related EEG Analysis Using a Pole Tracking Approach
Motor-Related EEG Analysis Using a Pole Tracking Approach 150 150 Transactions on Neural Systems and Rehabilitation Engineering (TNSRE)
This study introduces an alternative approach to electroencephalography (EEG) time-frequency analysis based on time-varying autoregressive (TV-AR) models in a cascade configuration to independently monitor key EEG spectral components. The method… read more
Neural Decoding for Macaque’s Finger Position: Convolutional Space Model

Neural Decoding for Macaque’s Finger Position: Convolutional Space Model
Author(s)3: Haifeng Wu, Jingyi Feng, Yu Zeng
Neural Decoding for Macaque’s Finger Position: Convolutional Space Model 780 435 Transactions on Neural Systems and Rehabilitation Engineering (TNSRE)

   In this paper, we study how to use the number of spike signals in a macaque’s motor cortex to estimate the position of its finger movement. First, we analyze…

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