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Medical Imaging Toolbox
Visualize, register, segment, and label 2D and 3D medical images
Major Updates
- AUTOSAR Blockset – Develop adaptive applications using
ara::commethods and deploy on embedded Linux; author datatypes and interfaces in architecture models - Fuzzy Logic Toolbox – Design, analyze, and simulate fuzzy inference systems (FIS) interactively, including type-2 systems, using the updated Fuzzy Logic Designer app
- HDL Coder – Generate SystemC code from MATLAB and use the frame-to-sample conversion for model and code optimization
- HDL Verifier – Perform cosimulation with Xilinx Vivado Simulator and use a command-line interface for testbench automation
- Model Predictive Control Toolbox – Use neural networks as prediction models; design controllers that meet ISO 26262 and MISRA C standards
- System Identification Toolbox – Use machine learning and deep learning techniques for nonlinear system identification, including nonlinear state-space models using neural ODEs
Release Highlights
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Deep Learning Toolbox
Model Import/Export
Import PyTorch models directly; and export models to TensorFlow
MATLAB
- .NET Engine API: Call MATLAB from .NET applications
- Build Tool: Create and run software-build tasks
- App Performance: Faster launching and more responsive graphics interaction
Curve Fitting Toolbox
Simulink: Export Curve Fitter results to a Simulink Lookup Table Block
Instrument Control Toolbox
NI Vector Signal Transceiver: Configure generator and acquire IQ data for over-the-air wireless testing and design validation workflows
Statistics and Machine Learning Toolbox
- Live Editor Tasks: Reduce Dimensionality by reduction criteria
- Simulink: Block for prediction with KNN classifier
Signal Processing Toolbox
Preprocessing: Filter and edit signals interactively in the Signal Analyzer app
Simulink
- Simulink Support Package: Manage design variations with the Variant Manager for Simulink support package
- Service Oriented Architecture: Architect, schedule, simulate, and implement asynchronous client-server interfaces
Computer Vision Toolbox
Automate tasks using anomaly detection and classification techniques
Embedded Coder
- Embedded Coder Support Package for Linux Applications: Deploy and prototype Service Oriented Architecture (SOA) applications on Linux
- Coder Dictionary: Deploy models as components that include comprehensive service interface support
IEC Certification Kit
ISO 26262: Qualification of MATLAB, Simulink, and Stateflow as ISO 26262 TCL1 tools
MATLAB Coder
TensorFlow Lite: Generate C++ code for pretrained models and deploy them on Windows and Linux platforms
