Benda Jan, Hennig R Matthias
Institute for Theoretical Biology, Biology Department, Humboldt University, Invalidenstr. 43, 10115 Berlin, Germany.
J Comput Neurosci. 2008 Apr;24(2):113-36. doi: 10.1007/s10827-007-0044-8. Epub 2007 May 30.
Adaptation of the spike-frequency response to constant stimulation, as observed on various timescales in many neurons, reflects high-pass filter properties of a neuron's transfer function. Adaptation in general, however, is not sufficient to make a neuron's response independent of the mean intensity of a sensory stimulus, since low frequency components of the stimulus are still transmitted, although with reduced gain. We here show, based on an analytically tractable model, that the response of a neuron is intensity invariant, if the fully adapted steady-state spike-frequency response to constant stimuli is independent of stimulus intensity. Electrophysiological recordings from the AN1, a primary auditory interneuron of crickets, show that for intensities above 60 dB SPL (sound pressure level) the AN1 adapted with a time-constant of approximately 40 ms to a steady-state firing rate of approximately 100 Hz. Using identical random amplitude-modulation stimuli we verified that the AN1's spike-frequency response is indeed invariant to the stimulus' mean intensity above 60 dB SPL. The transfer function of the AN1 is a band pass, resulting from a high-pass filter (cutoff frequency at 4 Hz) due to adaptation and a low-pass filter (100 Hz) determined by the steady-state spike frequency. Thus, fast spike-frequency adaptation can generate intensity invariance already at the first level of neural processing.
在许多神经元的不同时间尺度上观察到的,对恒定刺激的脉冲频率响应的适应反映了神经元传递函数的高通滤波器特性。然而,一般来说,适应并不足以使神经元的响应独立于感觉刺激的平均强度,因为刺激的低频成分仍会被传递,尽管增益有所降低。我们在此基于一个易于分析的模型表明,如果对恒定刺激的完全适应的稳态脉冲频率响应与刺激强度无关,那么神经元的响应就是强度不变的。对蟋蟀的初级听觉中间神经元AN1的电生理记录表明,对于高于60 dB SPL(声压级)的强度,AN1以大约40毫秒的时间常数适应到大约100赫兹的稳态放电率。使用相同的随机幅度调制刺激,我们验证了AN1的脉冲频率响应在高于60 dB SPL时确实对刺激的平均强度不变。AN1的传递函数是一个带通,它由由于适应产生的高通滤波器(截止频率为4赫兹)和由稳态脉冲频率决定的低通滤波器(100赫兹)组成。因此,快速的脉冲频率适应在神经处理的第一层级就可以产生强度不变性。