Prediction of Pathological Tremor Signals Using Long Short-Term Memory Neural Networks-Reference-Cited by-同舟云学术

Prediction of Pathological Tremor Signals Using Long Short-Term Memory Neural Networks

Published:2022-12 Issue:12 Volume:26 Page:5930-5941
ISSN:2168-2194
Container-title:IEEE Journal of Biomedical and Health Informatics
language:
Short-container-title:IEEE J. Biomed. Health Inform.

Author:

Pascual-Valdunciel Alejandro¹^ORCID,Lopo-Martinez Victor²^ORCID,Sendra-Arranz Rafael²^ORCID,Gonzalez-Sanchez Miguel³^ORCID,Perez-Sanchez Javier Ricardo³^ORCID,Grandas Francisco³,Torricelli Diego¹^ORCID,Moreno Juan C.¹^ORCID,Barroso Filipe Oliveira¹^ORCID,Pons Jose L.⁴^ORCID,Gutierrez Alvaro²^ORCID

Affiliation:

1. Neural Rehabilitation Group, Cajal Institute, Spanish National Research Council (CSIC), Madrid, Spain

2. E.T.S. Ingenieros de Telecomunicación, Universidad Politécnica de Madrid, Madrid, Spain

3. Movement Disorders Unit, Department of Neurology, Hospital General Universitario Gregorio Marañón, Madrid, Spain

4. Legs & Walking AbilityLab, Shirley Ryan AbilityLab, Chicago, IL, USA

Funder

European Union's Horizon

EXTEND-Bidirectional Hyper-Connected Neural System

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Health Information Management,Electrical and Electronic Engineering,Computer Science Applications,Health Informatics

Link

http://xplorestaging.ieee.org/ielx7/6221020/9973412/09904814.pdf?arnumber=9904814

Reference51 articles.

1. Learning long-term dependencies with gradient descent is difficult

2. Backpropagation through time: what it does and how to do it

3. Parkinson’s Disease EMG Signal Prediction Using Neural Networks

4. The Design of a Parkinson’s Tremor Predictor and Estimator Using a Hybrid Convolutional-Multilayer Perceptron Neural Network

5. Machine learning in deep brain stimulation: A systematic review

Cited by 3 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Construction of wavelet using M-estimation and its Application in R-peak detection*;2023 International Conference on Recent Advances in Electrical, Electronics & Digital Healthcare Technologies (REEDCON);2023-05-01

2. Discovering Themes in Deep Brain Stimulation Research Using Explainable Artificial Intelligence;Biomedicines;2023-03-03

3. Classification of Kinematic and Electromyographic Signals Associated with Pathological Tremor Using Machine and Deep Learning;Entropy;2023-01-05