mathematical model

Neural Decoding for Macaque’s Finger Position: Convolutional Space Model

Neural Decoding for Macaque’s Finger Position: Convolutional Space Model

Author(s): 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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simBCI – A framework for studying BCI methods by simulated EEG

Author(s): Jussi T. Lindgren, Adrien Merlini, Anatole Lecuyer, Francesco P. Andriulli
simBCI – A framework for studying BCI methods by simulated EEG 367 281 Transactions on Neural Systems and Rehabilitation Engineering (TNSRE)

Brain-Computer Interface (BCI) methods are commonly studied using Electroencephalogram (EEG) data recorded from human experiments. For understanding and developing BCI signal processing techniques real data is costly to obtain and…

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

Shear Waves Reveal Viscoelastic Changes in Skeletal Muscles after Hemispheric Stroke

Author(s): Ghulam Rasool, Allison B. Wang, William Z. Rymer, Sabrina S. M. Lee
Shear Waves Reveal Viscoelastic Changes in Skeletal Muscles after Hemispheric Stroke 780 269 Transactions on Neural Systems and Rehabilitation Engineering (TNSRE)

    We investigated alterations in material properties such as elasticity and viscoelasticity of stroke-affected muscles using ultrasound induced shear waves and mechanical models. We used acoustic radiation force to generate…

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The 9 different postures tested in the experiments.

Myoelectric Control Based on a Generic Musculoskeletal Model: Toward a Multi-User Neural-Machine Interface

Author(s): Lizhi Pan, Dustin L. Crouch, He Huang
Myoelectric Control Based on a Generic Musculoskeletal Model: Toward a Multi-User Neural-Machine Interface 641 551 Transactions on Neural Systems and Rehabilitation Engineering (TNSRE)

   This paper aimed to develop a novel electromyography (EMG)-based neural-machine interface (NMI) that is user-generic for continuously predicting coordinated motion between metacarpophalangeal (MCP) and wrist flexion/extension. The NMI requires…

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Representative touchscreen layouts for task 2

A Model to Estimate the Optimal Layout for Assistive Communication Touchscreen Devices in Children With Dyskinetic Cerebral Palsy

Author(s): Matteo Bertucco, Terence D. Sanger
A Model to Estimate the Optimal Layout for Assistive Communication Touchscreen Devices in Children With Dyskinetic Cerebral Palsy 641 268 Transactions on Neural Systems and Rehabilitation Engineering (TNSRE)

  Excess involuntary movements and slowness of movement in children with dyskinetic cerebral palsy often result in the inability to properly interact with augmentative and alternative communication (AAC) devices. This…

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