If you are designing automotive systems, you can take advantage of new products and features – including using data from high-definition maps that have been specifically designed for automated driving applications, analyzing energy and power losses at the component and system level and, with the new AUTOSAR Blockset, you can model and simulate AUTOSAR Classic and Adaptive software. This means you can design complex state machines without having to write deeply nested if-else or switch-case statements. You can now create standalone Stateflow charts in MATLAB. System Composer is a new product for designing and analyzing system and software architectures so that they’re ready for implementation in Simulink. You can automatically generate MATLAB code for the layergraphs you create and CUDA code for the ONNX and Keras networks you import.ġ9a also includes new and updated capabilities for systems engineering. You can also train deep learning networks on 3D image data, and combine LSTM networks and CNNs for video classification and gesture recognition. You can now train deep neural networks to solve controls, autonomous systems, and robotics problems using reinforcement learning algorithms in MATLAB and Simulink. You’ll find new capabilities for your projects – no matter what you’re working on. Release 2019a offers hundreds of new and updated features and functions along with 10 new products.
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