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Encoding Stimulus Information by Spike Numbers and Mean Response Time in Primary Auditory Cortex

机译:通过穗数和平均听觉时间在初级听觉皮层编码刺激信息。

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摘要

Neurons can transmit information about sensory stimuli via their firing rate, spike latency, or by the occurrence of complex spike patterns. Identifying which aspects of the neural responses actually encode sensory information remains a fundamental question in neuroscience. Here we compared various approaches for estimating the information transmitted by neurons in auditory cortex in two very different experimental paradigms, one measuring spatial tuning and the other responses to complex natural stimuli. We demonstrate that, in both cases, spike counts and mean response times jointly carry essentially all the available information about the stimuli. Thus, in auditory cortex, whereas spike counts carry only partial information about stimulus identity or location, the additional availability of relatively coarse temporal information is sufficient in order to extract essentially all the sensory information available in the spike discharge pattern, at least for the relatively short stimuli ( < ~100 ms) commonly used in auditory research.
机译:神经元可以通过其放电频率,尖峰潜伏期或复杂尖峰模式的发生来传递有关感觉刺激的信息。识别神经反应的哪些方面实际上编码了感官信息仍然是神经科学中的一个基本问题。在这里,我们比较了两种在两种截然不同的实验范式中估算听觉皮层神经元传递信息的方法,一种是测量空间调整,另一种是测量对复杂自然刺激的响应。我们证明,在两种情况下,尖峰计数和平均响应时间共同携带有关刺激的所有可用信息。因此,在听觉皮层中,尽管尖峰计数仅携带有关刺激物身份或位置的部分信息,但相对粗略的时间信息的额外可用性足以提取出至少在相对而言相对而言尖峰放电模式中可用的所有感觉信息。听觉研究中常用的短刺激(<〜100 ms)。

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