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Shallow Neural Network Time Series prediction and modeling using Matlab
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#free #matlab #microgrid #tutorial #electricvehicle #predictions #project This Neural Time Series Tool allows you to solve three kinds of problems like
i) Non-linear Autoregressive with External Input (NARX)
ii) Non-linear Auto Regressive (NAR)
iii) Non-linear Input/output
This app also provides to generate Matlab scripts to reproduce results or customize the training process.
The Standard NARX network is two layer feedforward network, with a sigmoid transfer function in the hidden layer and a linear transfer function in the output layer.
Levenberg Marquardt is recommended for most problems.
Modeling & Analysis of Artificial Neural Network & Fuzzy Logic Systems
Using Matlab
1) Introduction to Neural Networks | Matlab Based Approach
2) Artificial Neural Network Tools Using Matlab_nftool
3) NARX Neural Network Time Series Prediction and modeling Using Matlab
4) NARX _Prediction of Pollution Load for Next 6 Months
5) Shallow Neural Network Time Series prediction and modeling using Matlab
6) Solving a Shallow Neural Network Curve Fitting Problem using Matlab
7) Pattern Recognition and classification tool for Artificial Neural Network Using Matlab
9) Solve a Clustering Problem with a Self-Organizing Map (SOM) Networks
11) Design and Simulate Fuzzy Logic Systems Using Matlab
Matlab for Machine Learning & Deep Learning
1) Introduction to Machine Learning | Deep Learning Applications using Matlab
2) Introduction to Machine Learning | With Matlab Distribution Fitter App
5) Deep Learning for Image Processing | Matlab Based Approach
6) Deep Learning for Natural Image Processing | Matlab based approach
7) Deep Learning based Vehicle Detection_Using Gaussian Mixture Models
9) Transfer Learning Using AlexNet
11) Fit a Distribution Using the Distribution Fitter App | Matlab Based Approach
12) Train Regression Trees Using Regression Learner | Matlab app
13) Train Decision Trees Using Classification Learner app | Matlab based approach|
14) Design and Analyze networks of RF components Using Matlab RF Toolbox | RF Budget Analyzer app
Matlab for Image Processing
1) Image Segmentation | Matlab based Approach Using the Image Segmenter App
2) Noise Removal, and image sharpening in a Video Sequence | Using Matlab HDL optimized Design
3) Analysis of Signals & Images Using Matlab Wavelet Toolbox | Wavelet Analyzer App
Free Matlab Online Course
1) LIVE | # DAY 1 MATLAB Basics for Engineers | Introduction to MATLAB | FREE COURSE !!
2) LIVE | # DAY 2 | MATLAB Applications for Engineers | FREE COURSE !!
3) LIVE | # DAY 3 | APPLICATIONS TO SIGNALS & SYSTEMS | FREE COURSE !!
Fuel Cell Technology
1) Modeling & Analysis of PEM Fuel Cell System Using Matlab Simulink
2) Modeling and Simulation of Fuel Cell Based Emergency Power System of More Electric Aircraft (MEA)
3) Part 1_ Design an Energy System for a Hydrogen-Based Electric vehicle Using Matlab Simulink
4) Part 2_Modeling of an Fuel Cell Electric Vehicle with MATLAB/Simulink
5) Modeling & Simulation of Solid Oxide Fuel Cell (SOFC) for Three-Phase Electrical Power System
6) Modeling & Simulation of Proton Exchange Membrane (PEM) Fuel Cell Stack Using Matlab Simulink
7) Design of Fuel Cell Electric Vehicle (FCEV) with Battery Model & Cooling System _ Matlab Simulink
i) Non-linear Autoregressive with External Input (NARX)
ii) Non-linear Auto Regressive (NAR)
iii) Non-linear Input/output
This app also provides to generate Matlab scripts to reproduce results or customize the training process.
The Standard NARX network is two layer feedforward network, with a sigmoid transfer function in the hidden layer and a linear transfer function in the output layer.
Levenberg Marquardt is recommended for most problems.
Modeling & Analysis of Artificial Neural Network & Fuzzy Logic Systems
Using Matlab
1) Introduction to Neural Networks | Matlab Based Approach
2) Artificial Neural Network Tools Using Matlab_nftool
3) NARX Neural Network Time Series Prediction and modeling Using Matlab
4) NARX _Prediction of Pollution Load for Next 6 Months
5) Shallow Neural Network Time Series prediction and modeling using Matlab
6) Solving a Shallow Neural Network Curve Fitting Problem using Matlab
7) Pattern Recognition and classification tool for Artificial Neural Network Using Matlab
9) Solve a Clustering Problem with a Self-Organizing Map (SOM) Networks
11) Design and Simulate Fuzzy Logic Systems Using Matlab
Matlab for Machine Learning & Deep Learning
1) Introduction to Machine Learning | Deep Learning Applications using Matlab
2) Introduction to Machine Learning | With Matlab Distribution Fitter App
5) Deep Learning for Image Processing | Matlab Based Approach
6) Deep Learning for Natural Image Processing | Matlab based approach
7) Deep Learning based Vehicle Detection_Using Gaussian Mixture Models
9) Transfer Learning Using AlexNet
11) Fit a Distribution Using the Distribution Fitter App | Matlab Based Approach
12) Train Regression Trees Using Regression Learner | Matlab app
13) Train Decision Trees Using Classification Learner app | Matlab based approach|
14) Design and Analyze networks of RF components Using Matlab RF Toolbox | RF Budget Analyzer app
Matlab for Image Processing
1) Image Segmentation | Matlab based Approach Using the Image Segmenter App
2) Noise Removal, and image sharpening in a Video Sequence | Using Matlab HDL optimized Design
3) Analysis of Signals & Images Using Matlab Wavelet Toolbox | Wavelet Analyzer App
Free Matlab Online Course
1) LIVE | # DAY 1 MATLAB Basics for Engineers | Introduction to MATLAB | FREE COURSE !!
2) LIVE | # DAY 2 | MATLAB Applications for Engineers | FREE COURSE !!
3) LIVE | # DAY 3 | APPLICATIONS TO SIGNALS & SYSTEMS | FREE COURSE !!
Fuel Cell Technology
1) Modeling & Analysis of PEM Fuel Cell System Using Matlab Simulink
2) Modeling and Simulation of Fuel Cell Based Emergency Power System of More Electric Aircraft (MEA)
3) Part 1_ Design an Energy System for a Hydrogen-Based Electric vehicle Using Matlab Simulink
4) Part 2_Modeling of an Fuel Cell Electric Vehicle with MATLAB/Simulink
5) Modeling & Simulation of Solid Oxide Fuel Cell (SOFC) for Three-Phase Electrical Power System
6) Modeling & Simulation of Proton Exchange Membrane (PEM) Fuel Cell Stack Using Matlab Simulink
7) Design of Fuel Cell Electric Vehicle (FCEV) with Battery Model & Cooling System _ Matlab Simulink
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