Neural coding and contextual influences in the whisker system

被引:28
作者
Petersen, Rasmus S. [1 ]
Panzeri, Stefano [1 ,2 ]
Maravall, Miguel [3 ]
机构
[1] Univ Manchester, Fac Life Sci, Manchester, Lancs, England
[2] Italian Inst Technol, Robot Brain & Cognit Sci Dept, I-16163 Genoa, Italy
[3] UHM CSIC, Inst Neurociencias Alicante, Sant Joan dAlacant, Spain
基金
英国生物技术与生命科学研究理事会;
关键词
Neural coding; Barrel cortex; Information theory; Vibrissa; RAT BARREL CORTEX; INFORMATION-PROCESSING STATES; PRIMARY SOMATOSENSORY CORTEX; LIGHT-MICROSCOPIC ANALYSIS; SOMATIC SENSORY RESPONSES; PRIMARY VISUAL-CORTEX; POSTERIOR GROUP POM; FREELY MOVING MICE; MEDIAL NUCLEUS VPM; NEURONS IN-VIVO;
D O I
10.1007/s00422-008-0290-5
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
A fundamental problem in neuroscience, to which Prof. Segundo has made seminal contributions, is to understand how action potentials represent events in the external world. The aim of this paper is to review the issue of neural coding in the context of the rodent whiskers, an increasingly popular model system. Key issues we consider are: the role of spike timing; mechanisms of spike timing; decoding and context-dependence. Significant insight has come from the development of rigorous, information theoretic frameworks for tackling these questions, in conjunction with suitably designed experiments. We review both the theory and experimental studies. In contrast to the classical view that neurons are noisy and unreliable, it is becoming clear that many neurons in the subcortical whisker pathway are remarkably reliable and, by virtue of spike timing with millisecond-precision, have high bandwidth for conveying sensory information. In this way, even small (similar to 200 neuron) subcortical modules are able to support the sensory processing underlying sophisticated whisker-dependent behaviours. Future work on neural coding in cortex will need to consider new findings that responses are highly dependent on context, including behavioural and internal states.
引用
收藏
页码:427 / 446
页数:20
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