Reinagel P, Reid R C
Department of Neurobiology, Harvard Medical School, Boston, Massachusetts 02115, USA.
J Neurosci. 2000 Jul 15;20(14):5392-400. doi: 10.1523/JNEUROSCI.20-14-05392.2000.
The amount of information a sensory neuron carries about a stimulus is directly related to response reliability. We recorded from individual neurons in the cat lateral geniculate nucleus (LGN) while presenting randomly modulated visual stimuli. The responses to repeated stimuli were reproducible, whereas the responses evoked by nonrepeated stimuli drawn from the same ensemble were variable. Stimulus-dependent information was quantified directly from the difference in entropy of these neural responses. We show that a single LGN cell can encode much more visual information than had been demonstrated previously, ranging from 15 to 102 bits/sec across our sample of cells. Information rate was correlated with the firing rate of the cell, for a consistent rate of 3.6 +/- 0.6 bits/spike (mean +/- SD). This information can primarily be attributed to the high temporal precision with which firing probability is modulated; many individual spikes were timed with better than 1 msec precision. We introduce a way to estimate the amount of information encoded in temporal patterns of firing, as distinct from the information in the time varying firing rate at any temporal resolution. Using this method, we find that temporal patterns sometimes introduce redundancy but often encode visual information. The contribution of temporal patterns ranged from -3.4 to +25.5 bits/sec or from -9.4 to +24.9% of the total information content of the responses.
感觉神经元携带的关于刺激的信息量与反应可靠性直接相关。我们在猫的外侧膝状体核(LGN)中记录单个神经元的活动,同时呈现随机调制的视觉刺激。对重复刺激的反应是可重复的,而从同一组中抽取的非重复刺激所诱发的反应则是可变的。依赖于刺激的信息直接从这些神经反应的熵差中量化。我们表明,单个LGN细胞能够编码的视觉信息比之前所证明的要多得多,在我们的细胞样本中,信息编码范围为15至102比特/秒。信息率与细胞的放电率相关,一致的比率为3.6±0.6比特/脉冲(平均值±标准差)。这些信息主要可归因于放电概率调制的高时间精度;许多单个脉冲的定时精度优于1毫秒。我们引入了一种方法来估计在放电时间模式中编码的信息量,这与任何时间分辨率下随时间变化的放电率中的信息不同。使用这种方法,我们发现时间模式有时会引入冗余,但通常会编码视觉信息。时间模式的贡献范围为-3.4至+25.5比特/秒,或占反应总信息含量的-9.4至+24.9%。