Cargando…

Candidates for Synergies: Linear Discriminants versus Principal Components

Movement primitives or synergies have been extracted from human hand movements using several matrix factorization, dimensionality reduction, and classification methods. Principal component analysis (PCA) is widely used to obtain the first few significant eigenvectors of covariance that explain most...

Descripción completa

Detalles Bibliográficos
Autores principales:	Vinjamuri, Ramana, Patel, Vrajeshri, Powell, Michael, Mao, Zhi-Hong, Crone, Nathan
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Hindawi Publishing Corporation 2014
Materias:	Research Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4124789/ https://www.ncbi.nlm.nih.gov/pubmed/25143763 http://dx.doi.org/10.1155/2014/373957

Ejemplares similares

Synergy Repetition Training versus Task Repetition Training in Acquiring New Skill
por: Patel, Vrajeshri, et al.
Publicado: (2017)

Hand Grasping Synergies As Biometrics
por: Patel, Vrajeshri, et al.
Publicado: (2017)

Low-Dimensional Synergistic Representation of Bilateral Reaching Movements
por: Burns, Martin K., et al.
Publicado: (2017)

Dynamical Synergies of Multidigit Hand Prehension
por: Pei, Dingyi, et al.
Publicado: (2022)

Reconstructing Synergy-Based Hand Grasp Kinematics from Electroencephalographic Signals
por: Pei, Dingyi, et al.
Publicado: (2022)

Data Fusion-Based Musculoskeletal Synergies in the Grasping Hand
por: Olikkal, Parthan, et al.
Publicado: (2022)

Principal component and linear discriminant analyses for the classification of hominoid primate specimens based on bone shape data
por: Vanhoof, Marie J. M., et al.
Publicado: (2023)

Diagnosis of Dental Fluorosis Using Micro-Raman Spectroscopy Applying a Principal Component-Linear Discriminant Analysis
por: Zepeda-Zepeda, Marco Antonio, et al.
Publicado: (2021)

Evaluation of stretch reflex synergies in the upper limb using principal component analysis (PCA)
por: Torell, Frida
Publicado: (2023)

Discrimination of Chinese Liquors Based on Electronic Nose and Fuzzy Discriminant Principal Component Analysis
por: Wu, Xiaohong, et al.
Publicado: (2019)

Traffic Crash Severity Prediction—A Synergy by Hybrid Principal Component Analysis and Machine Learning Models
por: Assi, Khaled
Publicado: (2020)

A Stochastic Restricted Principal Components Regression Estimator in the Linear Model
por: He, Daojiang, et al.
Publicado: (2014)

Principal component analysis for neural electron/jet discrimination in highly segmented calorimeters
por: Vassali, M R, et al.
Publicado: (2001)

Discriminant analysis of principal components: a new method for the analysis of genetically structured populations
por: Jombart, Thibaut, et al.
Publicado: (2010)

Tracing the origin of paracetamol tablets by near-infrared, mid-infrared, and nuclear magnetic resonance spectroscopy using principal component analysis and linear discriminant analysis
por: Becht, Alexander, et al.
Publicado: (2021)

Principal components and generalized linear modeling in the correlation between hospital admissions and air pollution
por: de Souza, Juliana Bottoni, et al.
Publicado: (2014)

Principal component analysis
por: Gray, Virginia
Publicado: (2017)

Principal component analysis
por: Jolliffe, I T
Publicado: (1986)

Principal component analysis
por: Jolliffe, I T
Publicado: (2002)

Characterization and Discrimination of Gram-Positive Bacteria Using Raman Spectroscopy with the Aid of Principal Component Analysis
por: Colniță, Alia, et al.
Publicado: (2017)

Identification of Tea Storage Times by Linear Discrimination Analysis and Back-Propagation Neural Network Techniques Based on the Eigenvalues of Principal Components Analysis of E-Nose Sensor Signals
por: Yu, Huichun, et al.
Publicado: (2009)

Domain Adaptation Principal Component Analysis: Base Linear Method for Learning with Out-of-Distribution Data
por: Mirkes, Evgeny M., et al.
Publicado: (2022)

Optimisation of a machine learning algorithm in human locomotion using principal component and discriminant function analyses
por: Bisele, Maria, et al.
Publicado: (2017)

Generalized principal component analysis
por: Vidal, René, et al.
Publicado: (2016)

Missing Traffic Data Imputation with a Linear Generative Model Based on Probabilistic Principal Component Analysis
por: Huang, Liping, et al.
Publicado: (2022)

Functional Connectivity in Tactile Object Discrimination—A Principal Component Analysis of an Event Related fMRI-Study
por: Hartmann, Susanne, et al.
Publicado: (2008)

Enlightening discriminative network functional modules behind Principal Component Analysis separation in differential-omic science studies
por: Ciucci, Sara, et al.
Publicado: (2017)

Principal component neural networks : theory and applications
por: Diamantaras, Konstantinos I.
Publicado: (1996)

A robust non-linear tissue-component discrimination method for computational pathology
por: Sarnecki, Jacob S., et al.
Publicado: (2016)

Principal component analysis networks and algorithms
por: Kong, Xiangyu, et al.
Publicado: (2017)

A user`s guide to principal components
por: Jackson, J. Edward
Publicado: (1991)

Exploring pleiotropy using principal components
por: Bensen, Jeannette T, et al.
Publicado: (2003)

Principal Components Analysis of Population Admixture
por: Ma, Jianzhong, et al.
Publicado: (2012)

The principal machine components of the LEP accelerator.
por: Jean-Luc Caron
Publicado: (1992)

Principal component analysis for designed experiments
por: Konishi, Tomokazu
Publicado: (2015)

Resonant quantum principal component analysis
por: Li, Zhaokai, et al.
Publicado: (2021)

Classification of cannabis strains in the Canadian market with discriminant analysis of principal components using genome-wide single nucleotide polymorphisms
por: Jin, Dan, et al.
Publicado: (2021)

Restoring the Duality between Principal Components of a Distance Matrix and Linear Combinations of Predictors, with Application to Studies of the Microbiome
por: Satten, Glen A., et al.
Publicado: (2017)

Discriminant analysis of principal components and pedigree assessment of genetic diversity and population structure in a tetraploid potato panel using SNPs
por: Deperi, Sofía. I., et al.
Publicado: (2018)

Quantitative determination, principal component analysis and discriminant analysis of eight marker compounds in crude and sweated Dipsaci Radix by HPLC-DAD
por: Du, Weifeng, et al.
Publicado: (2017)

Cannot write session to /tmp/vufind_sessions/sess_uc9mf449qcv6d7ada7fgpvvfpr