![]() ![]() ![]() Adam, RMSProp, and gradient clipping to improve network training.Long short-term memory (LSTM) networks for solving regression problems, and doing text classification with Text Analytics Toolbox.Support package for importing deep learning layers and networks designed in TensorFlow-Keras.Branching methods for solving mixed-integer linear problems faster.Structural dynamic analysis to find natural frequencies, mode shapes, and transient response.3-D image processing and volume visualization.Econometric Modeler app for performing time series analysis, specification testing, modeling, and diagnostics.Hardware connectivity for communicating with USB webcams.App (UI) testing framework, C++ MEX interface, custom tab completion, and function assistants for advanced software development.Live functions, documentation authoring, debugging, and interactive controls for embedding sliders and drop-down menus in the Live Editor.In addition to new features in MATLAB and Simulink, and the new products, this release also includes updates and bug fixes to 94 other products. R2018a includes two new products, Predictive Maintenance Toolbox for designing and testing condition monitoring and predictive maintenance algorithms, and Vehicle Dynamics Blockset for modeling and simulating vehicle dynamics in a virtual 3D environment. MathWorks today introduced Release 2018a (R2018a) with a range of new capabilities in MATLAB and Simulink. ![]()
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