Improving neural network training based on Jacobian rank deficiency

Mathematics

• Levenberg-Marquardt Algorithm 100%
• Deficiency 67%
• Training 65%
• Neural Networks 58%
• Nonlinear Least Squares Problem 42%
• Gauss-Newton Method 42%
• Gauss-Newton 42%
• Experimental Results 30%
• Convergence Properties 28%
• First-order 20%
• Iteration 20%
• Form 12%

Engineering & Materials Science

• Neural networks 37%
• Data storage equipment 25%
• Newton-Raphson method 22%