The mechanisms of brain physiological functions and pathological mechanisms are crucial for us to understand how the brain works in the normal function such as memory, information processing and attentional perception, or in pathological conditions such as epilepsy, Parkinson's disease, and Alzheimer's diseases. These brain physiological functions and pathological mechanisms generally involve multiple spatial scales of brains, ranging from micro molecules, cellular channels, and meso-scale neuronal networks to the brain regions. To comprehensively understand the neural mechanisms of brain physiological functions and pathological mechanisms, multiple-scale investigations are essential to carry, involving neuronal circuit modeling, neural field modeling, large-scale modeling, data-driven complex network modeling, etc.
This Research Topic will provide an interdisciplinary communication platform to examine the physiological functions and pathological mechanisms in the ways of neuroscience data analysis and neurological modeling methods to give deeper mechanisms of how the brain works in the normal and disordered functions. We welcome submissions that cover data analysis, nonlinear dynamics, complex systems, and network science to unveil the potential mechanisms of brain physiological functions and pathological mechanisms in different spatial scales. Some of the highlighted
topics are:
- Micro biophysical neuronal network modeling of cognitive function and neurological diseases.
- Meso-scale neural field modeling and control of brain physiological and pathological functions
- Astrocyte modulated neuronal systems across different spatial scales-neurological function
- Diseases prediction algorithms based on techniques, including but not limited to EEG.
- Large-scale dynamic modeling of brain physiological and pathological functions
- Clinical EEG and fMRI data analysis of brain physiological and pathological function mechanisms
The mechanisms of brain physiological functions and pathological mechanisms are crucial for us to understand how the brain works in the normal function such as memory, information processing and attentional perception, or in pathological conditions such as epilepsy, Parkinson's disease, and Alzheimer's diseases. These brain physiological functions and pathological mechanisms generally involve multiple spatial scales of brains, ranging from micro molecules, cellular channels, and meso-scale neuronal networks to the brain regions. To comprehensively understand the neural mechanisms of brain physiological functions and pathological mechanisms, multiple-scale investigations are essential to carry, involving neuronal circuit modeling, neural field modeling, large-scale modeling, data-driven complex network modeling, etc.
This Research Topic will provide an interdisciplinary communication platform to examine the physiological functions and pathological mechanisms in the ways of neuroscience data analysis and neurological modeling methods to give deeper mechanisms of how the brain works in the normal and disordered functions. We welcome submissions that cover data analysis, nonlinear dynamics, complex systems, and network science to unveil the potential mechanisms of brain physiological functions and pathological mechanisms in different spatial scales. Some of the highlighted
topics are:
- Micro biophysical neuronal network modeling of cognitive function and neurological diseases.
- Meso-scale neural field modeling and control of brain physiological and pathological functions
- Astrocyte modulated neuronal systems across different spatial scales-neurological function
- Diseases prediction algorithms based on techniques, including but not limited to EEG.
- Large-scale dynamic modeling of brain physiological and pathological functions
- Clinical EEG and fMRI data analysis of brain physiological and pathological function mechanisms
