A theory of direction selectivity for macaque primary visual cortex

被引:6
|
作者
Chariker, Logan [1 ]
Shapley, Robert [2 ,3 ]
Hawken, Michael [2 ]
Young, Lai-Sang [1 ,3 ,4 ]
机构
[1] Inst Adv Study, Sch Nat Sci, Princeton, NJ 08540 USA
[2] NYU, Ctr Neural Sci, New York, NY 10003 USA
[3] NYU, Courant Inst Math Sci, New York, NY 10012 USA
[4] Inst Adv Study, Sch Math, Princeton, NJ 08540 USA
基金
美国国家科学基金会;
关键词
direction selectivity; primary visual cortex; ON/OFF pathways; temporal frequency; spatial frequency; LATERAL GENICULATE-NUCLEUS; RECEPTIVE-FIELD; SIMPLE CELLS; ORIENTATION SELECTIVITY; FUNCTIONAL ARCHITECTURE; TEMPORAL-FREQUENCY; MODEL; V1; CONTRAST; AREA;
D O I
10.1073/pnas.2105062118
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
This paper offers a theory for the origin of direction selectivity (DS) in the macaque primary visual cortex, V1. DS is essential for the perception of motion and control of pursuit eye movements. In the macaque visual pathway, neurons with DS first appear in V1, in the Simple cell population of the Magnocellular input layer 4C alpha. The lateral geniculate nucleus (LGN) cells that project to these cortical neurons, however, are not direction selective. We hypothesize that DS is initiated in feed-forward LGN input, in the summed responses of LGN cells afferent to a cortical cell, and it is achieved through the interplay of 1) different visual response dynamics of ON and OFF LGN cells and 2) the wiring of ON and OFF LGN neurons to cortex. We identify specific temporal differences in the ON/OFF pathways that, together with item 2, produce distinct response time courses in separated subregions; analysis and simulations confirm the efficacy of the mechanisms proposed. To constrain the theory, we present data on Simple cells in layer 4C alpha in response to drifting gratings. About half of the cells were found to have high DS, and the DS was broadband in spatial and temporal frequency (SF and TF). The proposed theory includes a complete analysis of how stimulus features such as SF and TF interact with ON/OFF dynamics and LGN-to-cortex wiring to determine the preferred direction and magnitude of DS.
引用
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页数:10
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