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回响式神经回路的动态稳定性

The dynamical stability of reverberatory neural circuits.

作者信息

Tegnér Jesper, Compte Albert, Wang Xiao-Jing

机构信息

Volen Center for Complex Systems, Brandeis University, Waltham, MA 02454, USA.

出版信息

Biol Cybern. 2002 Dec;87(5-6):471-81. doi: 10.1007/s00422-002-0363-9.

Abstract

The concept of reverberation proposed by Lorente de Nó and Hebb is key to understanding strongly recurrent cortical networks. In particular, synaptic reverberation is now viewed as a likely mechanism for the active maintenance of working memory in the prefrontal cortex. Theoretically, this has spurred a debate as to how such a potentially explosive mechanism can provide stable working-memory function given the synaptic and cellular mechanisms at play in the cerebral cortex. We present here new evidence for the participation of NMDA receptors in the stabilization of persistent delay activity in a biophysical network model of conductance-based neurons. We show that the stability of working-memory function, and the required NMDA/AMPA ratio at recurrent excitatory synapses, depend on physiological properties of neurons and synaptic interactions, such as the time constants of excitation and inhibition, mutual inhibition between interneurons, differential NMDA receptor participation at excitatory projections to pyramidal neurons and interneurons, or the presence of slow intrinsic ion currents in pyramidal neurons. We review other mechanisms proposed to enhance the dynamical stability of synaptically generated attractor states of a reverberatory circuit. This recent work represents a necessary and significant step towards testing attractor network models by cortical electrophysiology.

摘要

洛伦特·德·诺(Lorente de Nó)和赫布(Heb)提出的回响概念是理解强循环皮质网络的关键。特别是,突触回响现在被视为前额叶皮质中工作记忆主动维持的一种可能机制。从理论上讲,鉴于大脑皮质中起作用的突触和细胞机制,这引发了一场关于这样一种潜在的爆发性机制如何能够提供稳定的工作记忆功能的争论。我们在此展示了新的证据,证明NMDA受体参与了基于电导的神经元生物物理网络模型中持续延迟活动的稳定。我们表明,工作记忆功能的稳定性以及循环兴奋性突触处所需的NMDA/AMPA比率,取决于神经元的生理特性和突触相互作用,例如兴奋和抑制的时间常数、中间神经元之间的相互抑制、NMDA受体在向锥体神经元和中间神经元的兴奋性投射中的不同参与,或者锥体神经元中缓慢的内在离子电流的存在。我们回顾了为增强回响回路突触产生的吸引子状态的动态稳定性而提出的其他机制。这项最新研究代表了通过皮质电生理学测试吸引子网络模型的必要且重要的一步。

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