MATLAB

• Interactive figure updates in the Live Editor, including title, labels, legend, and other annotations, as well as the ability to copy live script outputs to other applications​
• heatmap chart functions for visualizing data
• ​More functions for operating on tallarrays, including ismember, sort, conv, and moving statistics functions​​​​​

MATLAB Online

• Use MATLAB through your web browser
• Ideal for teaching, learning, and convenient, lightweight access
• Available with most licenses

Econometrics Toolbox

• Bayesian linear regression model for analyzing the relationship between a response and a set of predictor variables
• Vector autoregressive model for analyzing multivariate time series data including exogenous predictors

MATLAB Production Server

• Web-based server management dashboard for IT configuration and control

Neural Network Toolbox

• Deep learning algorithms for training convolutional neural networks (CNNs) for regression tasks using multiple GPUs on PCs, on clusters, and in the cloud
• Deep learning visualization for the features a CNN model has learned using image optimization
• Functions for transferring weights from pretrained CNN models (AlexNet, VGG-16, and VGG-19) and models from Caffe Model Zoo

Statistics and Machine Learning Toolbox

• Regression Learner app for training regression models using supervised machine learning
• tall array algorithms for support vector machine (SVM) and Naïve Bayes classification, bagged decision trees, and lasso regression

Computer Vision System Toolbox

• Deep learning for detecting objects using Fast R-CNN and Faster R-CNN

Automated Driving System Toolbox

• A new product for designing, simulating, and testing ADAS and autonomous driving systems

Simulink

• parsim command for directly running multiple parallel simulations
• Simulink Project upgrade for easily updating all files in a project to the latest release
• Streaming for large input signals from MAT files without loading the data into memory
• Reduced bus wiring to quickly group signals as buses and automatically create bus element ports for fewer signal lines between and within subsystems
• Automatic port creation for adding inports and outports to blocks when routing signals

Powertrain Blockset

• A new product for modeling and simulating automotive powertrain systems

Simscape Multibody

• Run-time parameters for speeding up simulation tasks and modifying component parameter values without regenerating C code
• Onshape CAD import for using cloud-based CAD assemblies in multibody simulation
  

Antenna Toolbox

• Antenna Designer app for interactively choosing and analyzing antennas with desired characteristics​

​Communications System Toolbox

• Modeling and simulation for spatially-defined MIMO channels operating in multipath and scattering propagation scenarios

LTE System Toolbox

• MATLAB functions for simulating 3GPP 5G new radio technologies
• Sidelink Receive functionality for link-level simulation of LTE-A ProSe direct communications for public safety and vehicular communication applications

WLAN System Toolbox

• Support for generating IEEE 802.11ad compliant waveforms

Embedded Coder

• Cross-release code integration for reusing model reference code generated from previous releases

Simulink Coder

• Dynamic memory support for MATLAB Function block simulation and code generation

HDL Coder

• HDL code generation from IEEE standard single-precision floating-point operations
  

HDL Verifier

• Support for probing and capturing internal FPGA signals to analyze in MATLAB or Simulink

Polyspace Bug Finder

• Code checking for MISRA C:2012 Amendment 1 and new cryptography routines

Simulink Verification and Validation

• Clone detection improvements for refactoring repeating library patterns and subsystem clones
• DOORS^® Next Generation support for linking and tracing model elements to requirements in DOORS Next Generation

​Simulink Design Verifier

• Visualization of the effect of state activity timing on slicer highlighting for simulations

Simulink Code Inspector

• Support for loop and cyclic operations in MATLAB^®, Simulink^®, and Stateflow^®