Cargando…

NLR, MLP, SVM, and LDA: a comparative analysis on EMG data from people with trans-radial amputation

BACKGROUND: Currently, the typically adopted hand prosthesis surface electromyography (sEMG) control strategies do not provide the users with a natural control feeling and do not exploit all the potential of commercially available multi-fingered hand prostheses. Pattern recognition and machine learn...

Descripción completa

Detalles Bibliográficos
Autores principales:	Dellacasa Bellingegni, Alberto, Gruppioni, Emanuele, Colazzo, Giorgio, Davalli, Angelo, Sacchetti, Rinaldo, Guglielmelli, Eugenio, Zollo, Loredana
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	BioMed Central 2017
Materias:	Research
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5557564/ https://www.ncbi.nlm.nih.gov/pubmed/28807038 http://dx.doi.org/10.1186/s12984-017-0290-6

Ejemplares similares

Simultaneous sEMG Classification of Hand/Wrist Gestures and Forces
por: Leone, Francesca, et al.
Publicado: (2019)

Control of Prosthetic Hands via the Peripheral Nervous System
por: Ciancio, Anna Lisa, et al.
Publicado: (2016)

Literature Review on Needs of Upper Limb Prosthesis Users
por: Cordella, Francesca, et al.
Publicado: (2016)

Evaluation of Pressure Capacitive Sensors for Application in Grasping and Manipulation Analysis
por: Pessia, Paola, et al.
Publicado: (2017)

Exploring the EMG transient: the muscular activation sequences used as novel time-domain features for hand gestures classification
por: Mereu, Federico, et al.
Publicado: (2023)

Hierarchical strategy for sEMG classification of the hand/wrist gestures and forces of transradial amputees
por: Leone, Francesca, et al.
Publicado: (2023)

A parallel classification strategy to simultaneous control elbow, wrist, and hand movements
por: Leone, Francesca, et al.
Publicado: (2022)

LDA-SVM-Based EGFR Mutation Model for NSCLC Brain Metastases: An Observational Study
por: Hu, Nan, et al.
Publicado: (2015)

Twin SVM-Based Classification of Alzheimer's Disease Using Complex Dual-Tree Wavelet Principal Coefficients and LDA
por: Alam, Saruar, et al.
Publicado: (2017)

A Study on the Classification Effect of sEMG Signals in Different Vibration Environments Based on the LDA Algorithm
por: Wang, Yanchao, et al.
Publicado: (2021)

GC-MLP: Graph Convolution MLP for Point Cloud Analysis
por: Wang, Yong, et al.
Publicado: (2022)

Sensory- and Action-Oriented Embodiment of Neurally-Interfaced Robotic Hand Prostheses
por: Di Pino, Giovanni, et al.
Publicado: (2020)

A Novel Methodology for Classifying EMG Movements Based on SVM and Genetic Algorithms
por: Aviles, Marcos, et al.
Publicado: (2022)

A Classification Method for Workers’ Physical Risk
por: Tamantini, Christian, et al.
Publicado: (2023)

Role of leukocytes and systemic inflammation indexes (NLR, PLR, MLP, dNLR, NLPR, AISI, SIR-I, and SII) on admission predicts in-hospital mortality in non-elderly and elderly COVID-19 patients
por: Ghobadi, Hassan, et al.
Publicado: (2022)

SVM-Based Classification of sEMG Signals for Upper-Limb Self-Rehabilitation Training
por: Cai, Siqi, et al.
Publicado: (2019)

Augmentation-related brain plasticity
por: Di Pino, Giovanni, et al.
Publicado: (2014)

Shoulder motor performance assessment in the sagittal plane in children with hemiplegia during single joint pointing tasks
por: Formica, Domenico, et al.
Publicado: (2014)

ConMLP: MLP-Based Self-Supervised Contrastive Learning for Skeleton Data Analysis and Action Recognition
por: Dai, Chuan, et al.
Publicado: (2023)

MLP-mmWP: High-Precision Millimeter Wave Positioning Based on MLP-Mixer Neural Networks
por: Zheng, Yadan, et al.
Publicado: (2023)

Microfabricated Tactile Sensors for Biomedical Applications: A Review
por: Saccomandi, Paola, et al.
Publicado: (2014)

Slippage Detection with Piezoresistive Tactile Sensors
por: Romeo, Rocco A., et al.
Publicado: (2017)

Comparison of LDA and SPRT on Clinical Dataset Classifications
por: Lee, Chih, et al.
Publicado: (2011)

Control Strategies and Performance Assessment of Upper-Limb TMR Prostheses: A Review
por: Mereu, Federico, et al.
Publicado: (2021)

MLP-PSO Hybrid Algorithm for Heart Disease Prediction
por: Al Bataineh, Ali, et al.
Publicado: (2022)

MLP-Based Regression Prediction Model For Compound Bioactivity
por: Qin, Yongfei, et al.
Publicado: (2022)

MLP-based classification of COVID-19 and skin diseases
por: Zhang, Ruize, et al.
Publicado: (2023)

An Enhanced Probabilistic LDA for Multi-Class Brain Computer Interface
por: Xu, Peng, et al.
Publicado: (2011)

The PCA and LDA Analysis on the Differential Expression of Proteins in Breast Cancer
por: Liang, Seng, et al.
Publicado: (2010)

Supporting systematic reviews using LDA-based document representations
por: Mo, Yuanhan, et al.
Publicado: (2015)

A New Method Combining LDA and PLS for Dimension Reduction
por: Tang, Liang, et al.
Publicado: (2014)

Facial Expression Recognition Based on LDA Feature Space Optimization
por: Zheng, Fanchen
Publicado: (2022)

Web content topic modeling using LDA and HTML tags
por: Altarturi, Hamza H.M., et al.
Publicado: (2023)

The nuclear basket proteins Mlp1p and Mlp2p are part of a dynamic interactome including Esc1p and the proteasome
por: Niepel, Mario, et al.
Publicado: (2013)

SVM and SVM Ensembles in Breast Cancer Prediction
por: Huang, Min-Wei, et al.
Publicado: (2017)

Identification and functional characterization of NbMLP28, a novel MLP-like protein 28 enhancing Potato virus Y resistance in Nicotiana benthamiana
por: Song, Liyun, et al.
Publicado: (2020)

NLR-parser: rapid annotation of plant NLR complements
por: Steuernagel, Burkhard, et al.
Publicado: (2015)

MLP (muscle LIM protein) as a stress sensor in the heart
por: Buyandelger, Byambajav, et al.
Publicado: (2011)

Prediction and comparison of postural discomfort based on MLP and quadratic regression
por: Lee, Jinwon, et al.
Publicado: (2021)

Epileptic Seizure Prediction Using CSP and LDA for Scalp EEG Signals
por: Alotaiby, Turky N., et al.
Publicado: (2017)

Cannot write session to /tmp/vufind_sessions/sess_n6sgukbv3kjuf5t66oik0fdc7q