Analysis of Network Models with Neuron-Astrocyte Interactions.

ABSTRACT: Neural networks, composed of many neurons and governed by complex interactions between them, are a widely accepted formalism for modeling and exploring global dynamics and emergent properties in brain systems. In the past decades, experimental evidence of computationally relevant neuron-astrocyte interactions, as well as the astrocytic modulation of global neural dynamics, have accumulated. These findings motivated advances in computational glioscience and inspired several models integrating mechanisms of neuron-astrocyte interactions into the standard neural network formalism. These models were developed to study, for example, synchronization, information transfer, synaptic plasticity, and hyperexcitability, as well as classification tasks and hardware implementations. We here focus on ne

SUBMITTER: Manninen T 

PROVIDER: S-EPMC10085960 | biostudies-literature | 2023 Apr

REPOSITORIES: biostudies-literature