The influence of an uncertain force environment on reshaping trial-to-trial motor variability

被引:0
|
作者
Izawa, Jun [1 ]
Yoshioka, Toshinori [2 ]
Osu, Rieko [3 ]
机构
[1] NTT Commun Sci Labs, Atsugi, Kanagawa, Japan
[2] Natl Inst Informat & Commun Technol, Kyoto, Japan
[3] ATR Computat Neurosci Labs, Kyoto, Japan
关键词
internal model; motor learning; motor variability; ADAPTATION; MEMORY;
D O I
10.1097/WNR.0000000000000173
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Motor memory is updated to generate ideal movements in a novel environment. When the environment changes every trial randomly, how does the brain incorporate this uncertainty into motor memory? To investigate how the brain adapts to an uncertain environment, we considered a reach adaptation protocol where individuals practiced moving in a force field where a noise was injected. After they had adapted, we measured the trial-to-trial variability in the temporal profiles of the produced hand force. We found that the motor variability was significantly magnified by the adaptation to the random force field. Temporal profiles of the motor variance were significantly dissociable between two different types of random force fields experienced. A model-based analysis suggests that the variability is generated by noise in the gains of the internal model. It further suggests that the trial-to-trial motor variability magnified by the adaptation in a random force field is generated by the uncertainty of the internal model formed in the brain as a result of the adaptation. (C) 2014 Wolters Kluwer Health vertical bar Lippincott Williams & Wilkins.
引用
收藏
页码:979 / 984
页数:6
相关论文
共 50 条
  • [1] Trial-to-trial variability and its influence on higher-order statistics
    Fujiwara K.
    Aihara K.
    [J]. Artificial Life and Robotics, 2009, 13 (2) : 470 - 473
  • [2] Comparison of Trial-To-Trial Variability in Autism and Schizophrenia
    Haigh, Sarah
    Van Key, Laura
    Eack, Shaun
    Leitman, David
    Salisbury, Dean
    Behrmann, Marlene
    [J]. BIOLOGICAL PSYCHIATRY, 2022, 91 (09) : S148 - S148
  • [3] Trial-to-trial variability of phase precession in the hippocampus
    Robert Schmidt
    Kamran Diba
    Christian Leibold
    Dietmar Schmitz
    György Buzsáki
    Richard Kempter
    [J]. BMC Neuroscience, 10 (Suppl 1)
  • [4] Exploiting trial-to-trial variability in multimodal experiments
    Bland, Amy R.
    Mushtaq, Faisal
    Smith, David V.
    [J]. FRONTIERS IN HUMAN NEUROSCIENCE, 2011, 5
  • [5] Trial-to-Trial Variability of Single Cells in Motor Cortices Is Dynamically Modified during Visuomotor Adaptation
    Mandelblat-Cerf, Yael
    Paz, Rony
    Vaadia, Eilon
    [J]. JOURNAL OF NEUROSCIENCE, 2009, 29 (48): : 15053 - 15062
  • [6] Motor Imagery May Incorporate Trial-to-Trial Error
    Valdez, Andre B.
    Amazeen, Eric L.
    [J]. JOURNAL OF MOTOR BEHAVIOR, 2010, 42 (04) : 241 - 256
  • [7] Reduction of Trial-to-Trial Perceptual Variability by Intracortical Tonic Inhibition
    Hoshino, Osamu
    Zheng, Meihong
    Watanabe, Kazuo
    [J]. NEURAL COMPUTATION, 2016, 28 (01) : 187 - 215
  • [8] TRIAL-TO-TRIAL VARIABILITY OF SINGLE POTENTIALS - METHODOLOGICAL CONCEPTS AND RESULTS
    MOCKS, J
    GASSER, T
    TUAN, PD
    [J]. INTERNATIONAL JOURNAL OF NEUROSCIENCE, 1986, 29 (3-4) : 178 - 178
  • [9] TRIAL-TO-TRIAL VARIABILITY OF CORTICOSPINAL VOLLEYS IN HUMAN-SUBJECTS
    BURKE, D
    HICKS, R
    STEPHEN, J
    WOODFORTH, I
    CRAWFORD, M
    [J]. ELECTROMYOGRAPHY AND MOTOR CONTROL-ELECTROENCEPHALOGRAPHY AND CLINICAL NEUROPHYSIOLOGY, 1995, 97 (05): : 231 - 237
  • [10] Assessing Trial-to-Trial Variability in Auditory ERPs in Autism and Schizophrenia
    Sarah M. Haigh
    Laura Van Key
    Pat Brosseau
    Shaun M. Eack
    David I. Leitman
    Dean F. Salisbury
    Marlene Behrmann
    [J]. Journal of Autism and Developmental Disorders, 2023, 53 : 4856 - 4871