NeuroVis: Real-Time Neural Information Measurement and Visualization of Embodied Neural Systems.

ABSTRACT: Understanding the real-time dynamical mechanisms of neural systems remains a significant issue, preventing the development of efficient neural technology and user trust. This is because the mechanisms, involving various neural spatial-temporal ingredients [i.e., neural structure (NS), neural dynamics (ND), neural plasticity (NP), and neural memory (NM)], are too complex to interpret and analyze altogether. While advanced tools have been developed using explainable artificial intelligence (XAI), node-link diagram, topography map, and other visualization techniques, they still fail to monitor and visualize all of these neural ingredients online. Accordingly, we propose here for the first time "NeuroVis," real-time neural spatial-temporal information measurement and visualization, as a method

SUBMITTER: Srisuchinnawong A 

PROVIDER: S-EPMC8751631 | biostudies-literature | 2021

REPOSITORIES: biostudies-literature