Resource Allocation in the Brain

被引:28
作者
Alonso, Ricardo [1 ]
Brocas, Isabelle [2 ,3 ]
Carrillo, Juan D. [2 ,3 ]
机构
[1] Univ So Calif, Marshall Sch Business, Los Angeles, CA 90089 USA
[2] Univ So Calif, Los Angeles, CA 90089 USA
[3] CEPR, Washington, DC USA
关键词
Mechanism design; Revelation principle; Neuroeconomic theory; Resource allocation; Multiple brain systems; Task inertia; Neural Darwinism; DUAL-TASK INTERFERENCE; CEREBRAL-BLOOD-FLOW; DIVIDED ATTENTION; PREFRONTAL CORTEX; COGNITIVE PERFORMANCE; DECISION-MAKING; SELF-CONTROL; WILLPOWER; NEUROENERGETICS; COMPETITION;
D O I
10.1093/restud/rdt043
中图分类号
F [经济];
学科分类号
02 ;
摘要
When an individual performs several tasks simultaneously, processing resources must be allocated to different brain systems to produce energy for neurons to fire. Following the evidence from neuroscience, we model the brain as an organization in which a coordinator allocates limited resources to the brain systems responsible for the different tasks. Systems are privately informed about the amount of resources necessary to perform their task and compete to obtain the resources. The coordinator arbitrates the demands while satisfying the resource constraint. We show that the optimal mechanism is to impose to each system with privately known needs a cap in resources that depends negatively on the amount of resources requested by the other system. This allocation can be implemented using a biologically plausible mechanism. Finally, we provide some implications of our theory: (i) performance can be flawless for sufficiently simple tasks, (ii) the dynamic allocation rule exhibits inertia (current allocations are increasing in past needs), and (iii) different cognitive tasks are performed by different systems only if the tasks are sufficiently important.
引用
收藏
页码:501 / 534
页数:34
相关论文
共 72 条
[1]   LEARNING SELF-CONTROL [J].
Ali, S. Nageeb .
QUARTERLY JOURNAL OF ECONOMICS, 2011, 126 (02) :857-893
[2]  
Alonso R., 2011, 8408 CEPR
[3]   Relational delegation [J].
Alonso, Ricardo ;
Matouschek, Niko .
RAND JOURNAL OF ECONOMICS, 2007, 38 (04) :1070-1089
[4]   Optimal delegation [J].
Alonso, Ricardo ;
Matouschek, Niko .
REVIEW OF ECONOMIC STUDIES, 2008, 75 (01) :259-293
[5]  
[Anonymous], 1974, The psychology of learning and motivation, DOI DOI 10.1016/S0079-7421(08)60452-1
[6]  
[Anonymous], 1992, ADAPTED MIND EVOLUTI
[7]  
[Anonymous], DIVIDING DISCA UNPUB
[8]   Neuroenergetics and the kinetic design of excitatory synapses [J].
Attwell, D ;
Gibb, A .
NATURE REVIEWS NEUROSCIENCE, 2005, 6 (11) :841-849
[9]   An energy budget for signaling in the grey matter of the brain [J].
Attwell, D ;
Laughlin, SB .
JOURNAL OF CEREBRAL BLOOD FLOW AND METABOLISM, 2001, 21 (10) :1133-1145
[10]   The central executive: A concept and some misconceptions [J].
Baddeley, A .
JOURNAL OF THE INTERNATIONAL NEUROPSYCHOLOGICAL SOCIETY, 1998, 4 (05) :523-526