Selection of cortical dynamics for motor behaviour by the basal ganglia

被引:32
作者
Mannella, Francesco [1 ]
Baldassarre, Gianluca [1 ]
机构
[1] Natl Res Council CNR ISTC LOCEN, Lab Computat Embodied Neurosci, Inst Cognit Sci & Technol, I-00185 Rome, Italy
基金
欧盟第七框架计划;
关键词
Basal ganglia; Cortex; Motor action; Selection; Cortical dynamics; Reservoir computing; COMPUTATIONAL MODEL; CELL ASSEMBLIES; BACKPROPAGATION-DECORRELATION; PARKINSONS-DISEASE; DECISION-MAKING; WORKING-MEMORY; MOVEMENT; PLASTICITY; CORTEX; REPRESENTATION;
D O I
10.1007/s00422-015-0662-6
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
The basal ganglia and cortex are strongly implicated in the control of motor preparation and execution. Re-entrant loops between these two brain areas are thought to determine the selection of motor repertoires for instrumental action. The nature of neural encoding and processing in the motor cortex as well as the way in which selection by the basal ganglia acts on them is currently debated. The classic view of the motor cortex implementing a direct mapping of information from perception to muscular responses is challenged by proposals viewing it as a set of dynamical systems controlling muscles. Consequently, the common idea that a competition between relatively segregated cortico-striato-nigro-thalamo-cortical channels selects patterns of activity in the motor cortex is no more sufficient to explain how action selection works. Here, we contribute to develop the dynamical view of the basal ganglia-cortical system by proposing a computational model in which a thalamo-cortical dynamical neural reservoir is modulated by disinhibitory selection of the basal ganglia guided by top-down information, so that it responds with different dynamics to the same bottom-up input. The model shows how different motor trajectories can so be produced by controlling the same set of joint actuators. Furthermore, the model shows how the basal ganglia might modulate cortical dynamics by preserving coarse-grained spatiotemporal information throughout cortico-cortical pathways.
引用
收藏
页码:575 / 595
页数:21
相关论文
共 95 条
  • [1] Abbruzzese G, 2009, EUR J PHYS REHAB MED, V45, P209
  • [2] Single-Trial Neural Correlates of Arm Movement Preparation
    Afshar, Afsheen
    Santhanam, Gopal
    Yu, Byron M.
    Ryu, Stephen I.
    Sahani, Maneesh
    Shenoy, Krishna V.
    [J]. NEURON, 2011, 71 (03) : 555 - 564
  • [3] PARALLEL ORGANIZATION OF FUNCTIONALLY SEGREGATED CIRCUITS LINKING BASAL GANGLIA AND CORTEX
    ALEXANDER, GE
    DELONG, MR
    STRICK, PL
    [J]. ANNUAL REVIEW OF NEUROSCIENCE, 1986, 9 : 357 - 381
  • [4] DYNAMICS OF PATTERN FORMATION IN LATERAL-INHIBITION TYPE NEURAL FIELDS
    AMARI, SI
    [J]. BIOLOGICAL CYBERNETICS, 1977, 27 (02) : 77 - 87
  • [5] [Anonymous], 2013, Computational and robotic models of the hierarchical Organization of Behavior
  • [6] [Anonymous], BULLET QUICKSTART
  • [7] [Anonymous], 2010, Armadillo: An open source C++ linear algebra library for fast prototyping and computationally intensive experiments
  • [8] [Anonymous], CENSLIB COMPUTATIONA
  • [9] State-Dependent and Timing-Dependent Bidirectional Associative Plasticity in the Human SMA-M1 Network
    Arai, Noritoshi
    Mueller-Dahlhaus, Florian
    Murakami, Takenobu
    Bliem, Barbara
    Lu, Ming-Kuei
    Ugawa, Yoshikazu
    Ziemann, Ulf
    [J]. JOURNAL OF NEUROSCIENCE, 2011, 31 (43) : 15376 - 15383
  • [10] A neurobiological theory of automaticity in perceptual categorization
    Ashby, F. Gregory
    Ennis, John M.
    Spiering, Brian J.
    [J]. PSYCHOLOGICAL REVIEW, 2007, 114 (03) : 632 - 656