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![(a) Phase portraits near saddle point (x2,y2) and (b) local](https://i2.wp.com/www.researchgate.net/publication/326064169/figure/download/fig3/AS:1086434614218754@1636037605431/a-Phase-portraits-near-saddle-point-x2-y2-and-b-local-trajectories-under-different.jpg)
Phase portrait of a saddle point
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(color online) dynamics of the saddle points ω sp u l (θ), l = 1, 2
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Saddle points reveal essential properties of the merit-function landscape
![Schematic RG phase diagram around a saddle-point fixed point with one](https://i2.wp.com/www.researchgate.net/publication/322531450/figure/fig6/AS:1067519284637696@1631527839038/Schematic-RG-phase-diagram-around-a-saddle-point-fixed-point-with-one-relevant-scaling.png)
Schematic RG phase diagram around a saddle-point fixed point with one
![(a,b) Saddle-point solutions for (a) the amplitude and (b) the phase of](https://i2.wp.com/www.researchgate.net/publication/366190387/figure/fig3/AS:11431281106620770@1670815713765/a-b-Saddle-point-solutions-for-a-the-amplitude-and-b-the-phase-of-the.png)
(a,b) Saddle-point solutions for (a) the amplitude and (b) the phase of
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3.3 Calculation (saddle points and nodes) - TU Delft OCW
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Saddle Point Graph Of A Function Gradient Descent Deep Learning
![(Color online) dynamics of the saddle points ω SP U l (θ), l = 1, 2](https://i2.wp.com/www.researchgate.net/profile/Constantinos-Balictsis/publication/281117082/figure/fig1/AS:669554669785094@1536645681155/Color-online-dynamics-of-the-saddle-points-o-SP-U-l-th-l-1-2-9-of-PH-U-o.png)
(Color online) dynamics of the saddle points ω SP U l (θ), l = 1, 2