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猕猴纹状皮层单细胞特性的定量研究。V. 多变量统计分析与模型

Quantitative studies of single-cell properties in monkey striate cortex. V. Multivariate statistical analyses and models.

作者信息

Schiller P H, Finlay B L, Volman S F

出版信息

J Neurophysiol. 1976 Nov;39(6):1362-74. doi: 10.1152/jn.1976.39.6.1362.

DOI:10.1152/jn.1976.39.6.1362
PMID:825625
Abstract
  1. Several statistical analyses were performed on 205 S-type and CX-type cells which had been completely analyzed on 12 response variables: orientation tuning, end stopping, spontaneous activity, response variability, direction selectivity, contrast selectivity for flashed or moving stimuli, selectivity for interaction of contrast and direction of stimulus movement, spatial-frequency selectivity, spatial separation of subfields responding to light increment of light decrement, sustained/transient response to flash, receptive-field size, and ocular dominance. 2. Correlation of these variables showed that within any cell group, these response variables vary independently. 3. A multivariate discriminant analysis showed that orientation specificity, receptive-field size, interaction of direction and contrast specificity ocular dominance, and spontaneous activity, taken together can adequately assign cells into the S-type or CX-type subgroups. 4. Various models of visual cortex are examined in view of the findings reported here and in the previous papers of this series, which suggest that a) orientation and direction selectivities are produced by separate neural mechanisms, b) there may be hierarchy among simple (S type) cells, and c) complex (CX-type) cells appear to receive a prominent S-type cell input.
摘要
  1. 对205个S型和CX型细胞进行了多项统计分析,这些细胞已针对12个反应变量进行了全面分析:方向调谐、终端停止、自发活动、反应变异性、方向选择性、对闪烁或移动刺激的对比度选择性、对比度与刺激运动方向相互作用的选择性、空间频率选择性、对光增量或光减量做出反应的子场的空间分离、对闪光的持续/瞬态反应、感受野大小和眼优势。2. 这些变量的相关性表明,在任何细胞组内,这些反应变量都是独立变化的。3. 多变量判别分析表明,方向特异性、感受野大小、方向与对比度特异性的相互作用、眼优势和自发活动共同作用,可以充分地将细胞分为S型或CX型亚组。4. 根据本系列此前论文及本文报道的研究结果,对各种视觉皮层模型进行了检验,结果表明:a) 方向和方向选择性由不同的神经机制产生;b) 简单(S型)细胞之间可能存在层级关系;c) 复杂(CX型)细胞似乎接受显著的S型细胞输入。

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Motion processing in the macaque: revisited with functional magnetic resonance imaging.猕猴的运动处理:通过功能磁共振成像重新审视
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Decoding cortical neuronal signals: network models, information estimation and spatial tuning.解码皮层神经元信号:网络模型、信息估计与空间调谐
J Comput Neurosci. 1994 Jun;1(1-2):109-39. doi: 10.1007/BF00962721.
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A functional model of the wiring of the simple cells of visual cortex.视觉皮层简单细胞布线的功能模型。
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Biol Cybern. 1979 Feb 2;32(1):1-8. doi: 10.1007/BF00337445.
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