Robust neuronal dynamics in premotor cortex during motor planning

被引:297
作者
Li, Nuo [1 ]
Daie, Kayvon [1 ]
Svoboda, Karel [1 ]
Druckmann, Shaul [1 ]
机构
[1] Howard Hughes Med Inst, Janelia Res Campus, Ashburn, VA 20147 USA
关键词
SHORT-TERM-MEMORY; PREFRONTAL CORTEX; NEURAL-NETWORKS; WORKING-MEMORY; CORTICAL ACTIVITY; DECISION-MAKING; MOVEMENT; CIRCUITS; SYSTEM; CHAOS;
D O I
10.1038/nature17643
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Neural activity maintains representations that bridge past and future events, often over many seconds. Network models can produce persistent and ramping activity, but the positive feedback that is critical for these slow dynamics can cause sensitivity to perturbations. Here we use electrophysiology and optogenetic perturbations in the mouse premotor cortex to probe the robustness of persistent neural representations during motor planning. We show that preparatory activity is remarkably robust to large-scale unilateral silencing: detailed neural dynamics that drive specific future movements were quickly and selectively restored by the network. Selectivity did not recover after bilateral silencing of the premotor cortex. Perturbations to one hemisphere are thus corrected by information from the other hemisphere. Corpus callosum bisections demonstrated that premotor cortex hemispheres can maintain preparatory activity independently. Redundancy across selectively coupled modules, as we observed in the premotor cortex, is a hallmark of robust control systems. Network models incorporating these principles show robustness that is consistent with data.
引用
收藏
页码:459 / +
页数:25
相关论文
共 50 条
[1]   Functional dissection of circuitry in a neural integrator [J].
Aksay, Emre ;
Olasagasti, Itsaso ;
Mensh, Brett D. ;
Baker, Robert ;
Goldman, Mark S. ;
Tank, David W. .
NATURE NEUROSCIENCE, 2007, 10 (04) :494-504
[2]   Model of global spontaneous activity and local structured activity during delay periods in the cerebral cortex [J].
Amit, DJ ;
Brunel, N .
CEREBRAL CORTEX, 1997, 7 (03) :237-252
[3]  
[Anonymous], 2002, ADAPTIVE FILTER THEO
[4]   From fixed points to chaos: Three models of delayed discrimination [J].
Barak, Omri ;
Sussillo, David ;
Romo, Ranulfo ;
Tsodyks, Misha ;
Abbott, L. F. .
PROGRESS IN NEUROBIOLOGY, 2013, 103 :214-222
[5]   A PROPOSED NEURAL NETWORK FOR THE INTEGRATOR OF THE OCULOMOTOR SYSTEM [J].
CANNON, SC ;
ROBINSON, DA ;
SHAMMA, S .
BIOLOGICAL CYBERNETICS, 1983, 49 (02) :127-136
[6]   Cortical Preparatory Activity: Representation of Movement or First Cog in a Dynamical Machine? [J].
Churchland, Mark M. ;
Cunningham, John P. ;
Kaufman, Matthew T. ;
Ryu, Stephen I. ;
Shenoy, Krishna V. .
NEURON, 2010, 68 (03) :387-400
[7]   Decisions in Changing Conditions: The Urgency-Gating Model [J].
Cisek, Paul ;
Puskas, Genevieve Aude ;
El-Murr, Stephany .
JOURNAL OF NEUROSCIENCE, 2009, 29 (37) :11560-11571
[8]   Reverse engineering of biological complexity [J].
Csete, ME ;
Doyle, JC .
SCIENCE, 2002, 295 (5560) :1664-1669
[9]   An optogenetic toolbox designed for primates [J].
Diester, Ilka ;
Kaufman, Matthew T. ;
Mogri, Murtaza ;
Pashaie, Ramin ;
Goo, Werapong ;
Yizhar, Ofer ;
Ramakrishnan, Charu ;
Deisseroth, Karl ;
Shenoy, Krishna V. .
NATURE NEUROSCIENCE, 2011, 14 (03) :387-397
[10]   Neuronal Circuits Underlying Persistent Representations Despite Time Varying Activity [J].
Druckmann, Shaul ;
Chklovskii, Dmitri B. .
CURRENT BIOLOGY, 2012, 22 (22) :2095-2103