Lobachevsky State University of Nizhny Novgorod, Nizhny Novgorod, Russia.
Complex Systems Lab, Discipline of Physics, Indian Institute of Technology Indore, Simrol, Indore 453552, India.
Phys Rev E. 2019 Jan;99(1-1):012418. doi: 10.1103/PhysRevE.99.012418.
Integrated information is a quantitative measure from information theory of how tightly all parts of a system are interconnected in terms of information exchange. In this study we show that astrocytes, playing an important role in regulation of information transmission between neurons, may contribute to a generation of positive integrated information in neuronal ensembles. Analytically and numerically we show that the presence of astrocytic regulation of neurotransmission may be essential for this information attribute in neuroastrocytic ensembles. Moreover, the proposed "spiking-bursting" mechanism of generating positive integrated information is shown to be generic and not limited to neuron-astrocyte networks and is given a complete analytic description.
整合信息是信息论中的一个定量度量,用于描述系统各部分之间在信息交换方面的紧密程度。在这项研究中,我们表明,星形胶质细胞在调节神经元之间的信息传递中起着重要作用,可能有助于神经元集合中产生正的整合信息。通过分析和数值模拟,我们表明星形胶质细胞对神经递质传递的调节的存在对于神经胶质集合中的这种信息属性是必不可少的。此外,所提出的产生正整合信息的“爆发-爆发”机制被证明是通用的,不仅限于神经元-星形胶质细胞网络,并给出了完整的分析描述。