The motion reverse correlation (MRC) method: A linear systems approach in the motion domain

被引:33
作者
Borghuis, BG [1 ]
Perge, JA [1 ]
Vajda, I [1 ]
van Wezel, RJA [1 ]
van de Grind, WA [1 ]
Lankheet, MJM [1 ]
机构
[1] Univ Utrecht, Helmholtz Inst, Dept Funct Neurobiol, NL-3584 CH Utrecht, Netherlands
关键词
motion vision; reverse correlation; direction selectivity; visual cortex; area MT; cat; monkey;
D O I
10.1016/S0165-0270(02)00347-3
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
We introduce the motion reverse correlation method (MRC), a novel stimulus paradigm based on a random sequence of motion impulses. The method is tailored to investigate the spatio-temporal dynamics of motion selectivity in cells responding to moving random dot patterns. Effectiveness of the MRC method is illustrated with results obtained from recordings in both anesthetized cats and an awake, fixating macaque monkey. Motion tuning functions are computed by reverse correlating the response of single cells with a rapid sequence of displacements of a random pixel array (RPA). Significant correlations between the cell's responses and various aspects of stimulus motion are obtained at high temporal resolution. These correlations provide a detailed description of the temporal dynamics of, for example, direction tuning and velocity tuning. In addition, with a spatial array of independently moving RPAs, the MRC method can be used to measure spatial as well as temporal receptive field properties. We demonstrate that MRC serves as a powerful and time-efficient tool for quantifying receptive field properties of motion selective cells that yields temporal information that cannot be derived from existing methods. (C) 2002 Elsevier Science B.V. All rights reserved.
引用
收藏
页码:153 / 166
页数:14
相关论文
共 35 条
[1]   DIRECTION AND ORIENTATION SELECTIVITY OF NEURONS IN VISUAL AREA MT OF THE MACAQUE [J].
ALBRIGHT, TD .
JOURNAL OF NEUROPHYSIOLOGY, 1984, 52 (06) :1106-1130
[2]   The timing of response onset and offset in macaque visual neurons [J].
Bair, W ;
Cavanaugh, JR ;
Smith, MA ;
Movshon, JA .
JOURNAL OF NEUROSCIENCE, 2002, 22 (08) :3189-3205
[3]   The influence of fixational eye movements on the response of neurons in area MT of the macaque [J].
Bair, W ;
O'Keefe, LP .
VISUAL NEUROSCIENCE, 1998, 15 (04) :779-786
[4]  
Britten KH, 1999, J NEUROSCI, V19, P5074
[5]   Tuning bandwidths for near-threshold stimuli in area MT [J].
Britten, KH ;
Newsome, WT .
JOURNAL OF NEUROPHYSIOLOGY, 1998, 80 (02) :762-770
[6]  
Chichilnisky EJ, 2001, NETWORK-COMP NEURAL, V12, P199, DOI 10.1088/0954-898X/12/2/306
[7]  
CITRON MC, 1981, VISION RES, V21, P385, DOI 10.1016/0042-6989(81)90167-X
[8]   WHITE NOISE-ANALYSIS OF CORTICAL DIRECTIONAL SELECTIVITY IN CAT [J].
CITRON, MC ;
EMERSON, RC .
BRAIN RESEARCH, 1983, 279 (1-2) :271-277
[9]   Spatial and temporal receptive fields of geniculate and cortical cells and directional selectivity [J].
De Valois, RL ;
Cottaris, NP ;
Mahon, LE ;
Elfar, SD ;
Wilson, JA .
VISION RESEARCH, 2000, 40 (27) :3685-3702
[10]   RECEPTIVE-FIELD DYNAMICS IN THE CENTRAL VISUAL PATHWAYS [J].
DEANGELIS, GC ;
OHZAWA, I ;
FREEMAN, RD .
TRENDS IN NEUROSCIENCES, 1995, 18 (10) :451-458