Memory information in the brain is commonly believed to be stored in the synapse. However, a recent groundbreaking electrophysiology research has raised the possibility that memory information may actually be stored inside the neuron itself. Drawing on information theory and communications system engineering perspectives, we examine the problem of how memory information might be transmitted reliably between neurons. We identify 2 types of errors that affect neuronal communications (i.e., channel error and source error), along with plausible error mitigation solutions. We confirm the feasibility of these solutions using simulations. Four alternative hypotheses of the synapse's function are also proposed. We conclude by highlighting some research directions, along with potential areas of application.
翻译:大脑的内存信息通常被认为储存在突触中。然而,最近一项突破性电子生理研究提出了将内存信息实际储存在神经元内部的可能性。从信息理论和通信系统工程学的角度,我们研究了如何在神经元之间可靠传递内存信息的问题。我们确定了影响神经通信的两种错误(即频道错误和源误差),以及可能的减少错误解决方案。我们用模拟确认了这些解决方案的可行性。还提出了突触功能的四种替代假设。我们最后通过强调某些研究方向以及潜在的应用领域。