Department of Neuroscience, Institute for Systems Genomics, Stem Cell Institute, UConn Health, Farmington, Connecticut.
Department of Neuroscience, Yale School of Medicine, New Haven, Connecticut.
J Neurosci Res. 2018 Sep;96(9):1543-1559. doi: 10.1002/jnr.24240. Epub 2018 Apr 6.
We here reconsider current theories of neural ensembles in the context of recent discoveries about neuronal dendritic physiology. The key physiological observation is that the dendritic plateau potential produces sustained depolarization of the cell body (amplitude 10-20 mV, duration 200-500 ms). Our central hypothesis is that synaptically-evoked dendritic plateau potentials lead to a prepared state of a neuron that favors spike generation. The plateau both depolarizes the cell toward spike threshold, and provides faster response to inputs through a shortened membrane time constant. As a result, the speed of synaptic-to-action potential (AP) transfer is faster during the plateau phase. Our hypothesis relates the changes from "resting" to "depolarized" neuronal state to changes in ensemble dynamics and in network information flow. The plateau provides the Prepared state (sustained depolarization of the cell body) with a time window of 200-500 ms. During this time, a neuron can tune into ongoing network activity and synchronize spiking with other neurons to provide a coordinated Active state (robust firing of somatic APs), which would permit "binding" of signals through coordination of neural activity across a population. The transient Active ensemble of neurons is embedded in the longer-lasting Prepared ensemble of neurons. We hypothesize that "embedded ensemble encoding" may be an important organizing principle in networks of neurons.
我们在此根据新近发现的神经元树突生理学研究成果,重新审视当前关于神经集合体的理论。关键的生理学观察是,树突平台电位会使细胞体产生持续去极化(幅度为 10-20mV,持续时间为 200-500ms)。我们的中心假设是,突触诱发的树突平台电位会导致神经元进入有利于产生尖峰的预备状态。平台电位不仅使细胞向尖峰阈值去极化,还通过缩短膜时间常数使对输入的响应更快。因此,在平台相期间,突触到动作电位(AP)的传递速度更快。我们的假设将神经元从“静止”到“去极化”状态的变化与集合体动力学和网络信息流的变化联系起来。平台电位为细胞体提供了一个持续 200-500ms 的预备状态。在此期间,神经元可以调谐到正在进行的网络活动,并与其他神经元同步尖峰发放,以提供协调的活跃状态(躯体 AP 的稳健发放),这将允许通过跨越种群的神经活动协调来“绑定”信号。短暂的活跃神经元集合体嵌入在持续时间更长的预备神经元集合体中。我们假设“嵌入式集合体编码”可能是神经元网络中的一个重要组织原则。