Statements (20)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:mathematical_concept
|
| gptkbp:application |
gptkb:Image_Segmentation
Neural Network Training Energy Minimization |
| gptkbp:describes |
Evolution of a system along the direction of steepest descent of a function
|
| gptkbp:field |
gptkb:Mathematics
gptkb:Differential_Equations Optimization |
| gptkbp:governingEquation |
dx/dt = -∇f(x)
|
| gptkbp:property |
Describes how a point moves to minimize a function
|
| gptkbp:relatedTo |
gptkb:Dynamical_Systems
Gradient Descent |
| gptkbp:studiedIn |
gptkb:Calculus_of_Variations
Partial Differential Equations |
| gptkbp:usedIn |
gptkb:Machine_Learning
gptkb:Physics Image Processing |
| gptkbp:bfsParent |
gptkb:Ben_Lorica
|
| gptkbp:bfsLayer |
8
|
| https://www.w3.org/2000/01/rdf-schema#label |
Gradient Flow
|