Mean-field methods for multiscale models in neuroscience

Keyphrases

• Neuroscience 100%
• Mathematical Model 100%
• Model Order Reduction 100%
• Mean-field Method 100%
• Mesoscopic 66%
• Multiple Levels 33%
• Clinical Application 33%
• Probability Density Function 33%
• Numerical Simulation 33%
• Cellular Level 33%
• Nonlinear Systems 33%
• Low Computational Complexity 33%
• Neuronal Cells 33%
• Large-scale Networks 33%
• Simulation Time 33%
• Mean-field Approach 33%
• System Dynamics 33%
• Computational Burden 33%
• Whole Brain 33%
• Robotic Applications 33%
• Population-based 33%
• Fokker 33%
• Multiscale Modeling 33%
• Approximation Error 33%
• Random Fluctuations 33%
• Minimal Information 33%
• Brain Model 33%
• Mean-field Approximation 33%
• Whole-brain Connectivity 33%
• Statistical Similarity 33%
• Brain-behavior Relationships 33%
• Microscale Processes 33%

Mathematics

• Mathematical Modeling 100%
• Reduction Method 66%
• Probability Density Function 33%
• Approximation Error 33%
• Random Fluctuation 33%
• Field Approximation 33%
• Cellular Level 33%
• Computer Simulation 33%
• Nonlinear System 33%