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The Statistical Determinants of the Speed of Motor Learning.
He, Kang; Liang, You; Abdollahi, Farnaz; Fisher Bittmann, Moria; Kording, Konrad; Wei, Kunlin.
Afiliação
  • He K; School of Psychological and Cognitive Sciences, Peking University, Beijing, China.
  • Liang Y; Beijing Key Laboratory of Behavior and Mental Health, Beijing, China.
  • Abdollahi F; Peking-Tsinghua Center for Life Sciences, Beijing, China.
  • Fisher Bittmann M; School of Psychological and Cognitive Sciences, Peking University, Beijing, China.
  • Kording K; Rehabilitation Institute of Chicago, Chicago, Illinois, United States of America.
  • Wei K; University of Wisconsin, Madison, Wisconsin, United States of America.
PLoS Comput Biol ; 12(9): e1005023, 2016 09.
Article em En | MEDLINE | ID: mdl-27606808
It has recently been suggested that movement variability directly increases the speed of motor learning. Here we use computational modeling of motor adaptation to show that variability can have a broad range of effects on learning, both negative and positive. Experimentally, we also find contributing and decelerating effects. Lastly, through a meta-analysis of published papers, we verify that across a wide range of experiments, movement variability has no statistical relation with learning rate. While motor learning is a complex process that can be modeled, further research is needed to understand the relative importance of the involved factors.
Assuntos

Texto completo: 1 Base de dados: MEDLINE Assunto principal: Desempenho Psicomotor / Modelos Estatísticos / Aprendizagem Tipo de estudo: Prognostic_studies / Risk_factors_studies / Systematic_reviews Limite: Humans Idioma: En Ano de publicação: 2016 Tipo de documento: Article

Texto completo: 1 Base de dados: MEDLINE Assunto principal: Desempenho Psicomotor / Modelos Estatísticos / Aprendizagem Tipo de estudo: Prognostic_studies / Risk_factors_studies / Systematic_reviews Limite: Humans Idioma: En Ano de publicação: 2016 Tipo de documento: Article