Neural Network Toolbox for Curve and Surface Fitting
N-Dimensional Curve Fitting, Surface Fitting, and Nonlinear Regression Toolbox
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Cite As
S0852306 (2026). Neural Network Toolbox for Curve and Surface Fitting (https://www.mathworks.com/matlabcentral/fileexchange/129589-neural-network-toolbox-for-curve-and-surface-fitting), MATLAB Central File Exchange. Retrieved .
General Information
- Version 1.2.9 (274 KB)
MATLAB Release Compatibility
- Compatible with any release
Platform Compatibility
- Windows
- macOS
- Linux
| Version | Published | Release Notes | Action |
|---|---|---|---|
| 1.2.9 | - learnable B-Spline activation
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| 1.2.8 | - fix path issue |
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| 1.2.7 | Codebase refactored for improved structure and maintainability
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| 1.2.6 | Reorganized |
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| 1.2.5 | Update instructions. |
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| 1.2.4 | Fit data with a single line of code. |
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| 1.2.3 | minor update |
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| 1.2.2 | Add a weighted least-squares option, see "WeightedListSquare.m". |
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| 1.2.1 | Explain the mathematical model of neural nets using a live script. |
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| 1.2.0 | Solver update: AdamW, avoiding overfitting by weight decay. |
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| 1.1.9 | Add MAE cost for robust surface fitting. |
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| 1.1.8 | Minor update. |
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| 1.1.7 | Solver minor update |
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| 1.1.6 | 1. Handwritten digit recognition (MNIST).
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| 1.1.5 | 1. Add cross-entropy cost for classification problems.
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| 1.1.4 | 1. Add Cross-Entropy Cost for Classification Task.
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| 1.1.3 | New Solver 'RMSprop' |
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| 1.1.2 | Minor Bug Fixed.
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| 1.1.1 | Solver Improvement. |
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| 1.1.0 | Improve efficiency.
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| 1.0.9 | bug fixed |
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| 1.0.8 | autoscaling
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| 1.0.7 | Added Autoscaling Function
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| 1.0.6 | Added autoscaling capability.
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| 1.0.5 | guided |
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| 1.0.3 | user guide |
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| 1.0.2 | User Guide |
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| 1.0.1 | See release notes for this release on GitHub: https://github.com/S0852306/Surface-Fitting-Neural-Networks/releases/tag/v1.0.1 |
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| 1.0.0 |
