A mechanism for the emergence of low-dimensional structures in brain dynamics

Keyphrases

• Neuronal Activity 100%
• Low-dimensional Structures 100%
• Brain Dynamics 100%
• Neuroimaging 66%
• Dimensionality Reduction 66%
• Reduction Method 66%
• Time-scale Separation 66%
• Low-dimensional Manifolds 66%
• Manifold Extraction 66%
• Cognitive Function 33%
• Novel Mechanism 33%
• High-dimensional Data 33%
• Pattern Formation 33%
• Oscillation 33%
• Large-scale Brain Networks 33%
• Number of Features 33%
• Complex Dynamics 33%
• Simplified Model 33%
• Nonlinear Methods 33%
• Slow Time 33%
• Extraction Scheme 33%
• Low-dimensional Space 33%
• Task Interdependence 33%
• Linear Algorithm 33%
• Dynamical Systems Theory 33%
• Neural Simulation 33%
• Dynamic Collapse 33%
• Inner Mechanism 33%
• Manifold Representation 33%
• Slow Invariant Manifold 33%

Mathematics

• Brain Dynamics 100%
• Dimensional Structure 100%
• Manifold 66%
• Dimensional Manifold 66%
• Dimensionality Reduction 66%
• Nonlinear 33%
• Dynamical System 33%
• Systems Theory 33%
• Invariant Manifold 33%
• Complex Dynamic 33%
• Higher Dimensions 33%
• Dimensional Space 33%
• Network Model 33%

Computer Science

• Dimensionality Reduction 100%
• Dimensional Solution 100%
• Dimensional Structure 100%
• Dimensional Manifold 100%
• Theoretical Framework 50%
• Lower Dimensional Space 50%
• Underlying Representation 50%
• Dynamical System 50%