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波型电鱼中时变电场幅度调制的编码

Coding of time-varying electric field amplitude modulations in a wave-type electric fish.

作者信息

Wessel R, Koch C, Gabbiani F

机构信息

Neurobiology Unit, Scripps Institution of Oceanography, University of California at San Diego, La Jolla 92093-0202, USA.

出版信息

J Neurophysiol. 1996 Jun;75(6):2280-93. doi: 10.1152/jn.1996.75.6.2280.

DOI:10.1152/jn.1996.75.6.2280
PMID:8793741
Abstract
  1. The coding of time-varying electric fields in the weakly electric fish, Eigenmannia, was investigated in a quantitative manner. The activity of single P-type electroreceptor afferents was recorded while the amplitude of an externally applied sinusoidal electric field was stochastically modulated. The amplitude modulation waveform (i.e., the stimulus) was reconstructed from the spike trains by mean square estimation. 2. From the stimulus and the reconstructions we calculated the following: 1) the signal-to-noise ratio and thus an effective temporal bandwidth of the units; 2) the coding fraction, i.e., a measure of the fraction of the time-varying stimulus encoded in single spike trains; and 3) the mutual information provided by the reconstructions about the stimulus. 3. Signal-to-noise ratios as high as 7:1 were observed and the bandwidth ranged from 0 up to 200 Hz, consistent with the limit imposed by the sampling theorem. Reducing the cutoff frequency of the stimulus increased the signal-to-noise ratio at low frequencies, indicating a nonlinearity in the receptors' response. 4. The coding fraction and the rate of mutual information transmission increased in parallel with the standard deviation (i.e., the contrast) of the stimulus as well as the mean firing rate of the units. Significant encoding occurred 20-40 Hz above the spontaneous discharge of a unit. 5. When the temporal cutoff frequency of the stimulus was increased between 80 and 400 Hz, 1) the coding fraction decreased, 2) the rate of mutual information transmission remained constant over the same frequency range, and 3) the reconstructed filter changed. This is in agreement with predictions obtained in a simplified neuronal model. 6. Our results suggest that 1) the information transmitted by single spike trains of primary electrosensory afferents to higherorder neurons in the fish brain depends on the contrast and the cutoff frequency of the stimulus as well as on the mean firing rate of the units; and 2) under optimal conditions, more than half of the information about a Gaussian stimulus that can in principle be encoded is carried in single spike trains of P-type afferents at rates up to 200 bits per second.
摘要
  1. 我们以定量方式研究了弱电鱼裸背鳗中时变电场的编码。在随机调制外部施加的正弦电场幅度时,记录单个P型电感受器传入纤维的活动。通过均方估计从尖峰序列重建幅度调制波形(即刺激)。2. 根据刺激和重建结果,我们计算了以下内容:1)信噪比,从而得出这些单元的有效时间带宽;2)编码分数,即单个尖峰序列中编码的时变刺激部分的度量;3)重建结果提供的关于刺激的互信息。3. 观察到高达7:1的信噪比,带宽范围从0到200赫兹,这与采样定理所规定限制一致。降低刺激的截止频率会增加低频处的信噪比,表明感受器响应中存在非线性。4. 编码分数和互信息传输速率与刺激的标准差(即对比度)以及单元的平均发放率并行增加。显著编码发生在单元自发放电频率之上20 - 40赫兹处。5. 当刺激的时间截止频率在80至400赫兹之间增加时,1)编码分数降低,2)互信息传输速率在相同频率范围内保持恒定,3)重建滤波器发生变化。这与在简化神经元模型中获得的预测结果一致。6. 我们的结果表明:1)初级电感觉传入纤维的单个尖峰序列向鱼脑高阶神经元传输的信息取决于刺激的对比度和截止频率以及单元的平均发放率;2)在最佳条件下,原则上可编码的高斯刺激的一半以上信息以高达每秒200比特的速率由P型传入纤维的单个尖峰序列携带。

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