Spencer Martin J, Nayagam David A X, Clarey Janine C, Paolini Antonio G, Meffin Hamish, Burkitt Anthony N, Grayden David B
NeuroEngineering Laboratory, Department of Electrical and Electronic Engineering, University of Melbourne, Melbourne, Australia; National ICT Australia, Department of Electrical and Electronic Engineering, University of Melbourne, Melbourne, Australia; Centre for Neural Engineering, University of Melbourne, Melbourne, Australia.
Bionics Institute, Melbourne, Australia; Department of Pathology, University of Melbourne, Melbourne, Australia.
PLoS One. 2015 May 15;10(5):e0126500. doi: 10.1371/journal.pone.0126500. eCollection 2015.
In vivo intracellular responses to auditory stimuli revealed that, in a particular population of cells of the ventral nucleus of the lateral lemniscus (VNLL) of rats, fast inhibition occurred before the first action potential. These experimental data were used to constrain a leaky integrate-and-fire (LIF) model of the neurons in this circuit. The post-synaptic potentials of the VNLL cell population were characterized using a method of triggered averaging. Analysis suggested that these inhibited VNLL cells produce action potentials in response to a particular magnitude of the rate of change of their membrane potential. The LIF model was modified to incorporate the VNLL cells' distinctive action potential production mechanism. The model was used to explore the response of the population of VNLL cells to simple speech-like sounds. These sounds consisted of a simple tone modulated by a saw tooth with exponential decays, similar to glottal pulses that are the repeated impulses seen in vocalizations. It was found that the harmonic component of the sound was enhanced in the VNLL cell population when compared to a population of auditory nerve fibers. This was because the broadband onset noise, also termed spectral splatter, was suppressed by the fast onset inhibition. This mechanism has the potential to greatly improve the clarity of the representation of the harmonic content of certain kinds of natural sounds.
体内对听觉刺激的细胞内反应表明,在大鼠外侧丘系腹侧核(VNLL)的特定细胞群中,快速抑制在第一个动作电位之前就已发生。这些实验数据被用于约束该神经回路中神经元的泄漏积分发放(LIF)模型。使用触发平均法对VNLL细胞群的突触后电位进行了表征。分析表明,这些被抑制的VNLL细胞会响应其膜电位变化率的特定幅度而产生动作电位。对LIF模型进行了修改,以纳入VNLL细胞独特的动作电位产生机制。该模型被用于探究VNLL细胞群对类似简单语音声音的反应。这些声音由一个由指数衰减的锯齿波调制的简单音调组成,类似于发声中看到的重复脉冲的声门脉冲。研究发现,与听神经纤维群相比,VNLL细胞群中声音的谐波成分得到了增强。这是因为快速起始抑制抑制了宽带起始噪声,也称为频谱飞溅。这种机制有可能极大地提高某些自然声音谐波内容表示的清晰度。