MATLAB

• Live functions, documentation authoring, debugging, and interactive controls for embedding sliders and drop-down menus in the Live Editor
• App (UI) testing framework, C++ MEX interface, custom tab completion, and function assistants for advanced software development

MATLAB Online

• Hardware connectivity for communicating with USB webcams

Econometrics Toolbox

• Econometric Modeler app for performing time series analysis, specification testing, modeling, and diagnostics
  

Image Processing Toolbox

• 3-D image processing and volume visualization

Partial Differential Equation Toolbox

• Structural dynamic analysis to find natural frequencies, mode shapes, and transient response
  

Optimization Toolbox

• Branching methods for solving mixed-integer linear problems faster

Neural Network Toolbox

• Support package for importing deep learning layers and networks designed in TensorFlow^®-Keras
• Long short-term memory (LSTM) networks for solving regression problems, and doing text classification with Text Analytics Toolbox™
• Adam, RMSProp, and gradient clipping to improve network training
• Accelerated training for directed acyclic graph (DAG) networks using multiple GPUs and computing intermediate layer activations

Computer Vision System Toolbox

• Image Labeler app to automate labeling of individual pixels for semantic segmentation

GPU Coder

• CUDA^® code generation for networks with directed acyclic graph (DAG) topology and pretrained networks like GoogLeNet, ResNet, and SegNet
• C code generation for deep learning networks on Intel^® and ARM^® processors

Statistics and Machine Learning Toolbox

• High-density data visualization with scatter plots in the Classification Learner app
• Big data algorithms for kernel SVM regression, computing confusion matrices, and creating nonstratified partitions for cross-validation

Text Analytics Toolbox

• Multiword phrase extraction and counting, HTML text extraction, and detection of sentences, email addresses, and URLs
• Stochastic LDA model training for large datasets

Predictive Maintenance Toolbox

• A new product for designing and testing condition monitoring and predictive maintenance algorithms

Simulink

• Simulation Pacing for running simulations at wall clock speed or other specified pace for improved visualization
  
• Simulation Data Inspector in the Live Editor for directly adding, viewing, and editing plots

Simulink 3D Animation

• Collision detection for sensing collisions of virtual world objects using point clouds, raytracing, and primitive geometries

Simscape

• Moist air domain and block library to model HVAC and environmental control systems
• Partitioning local solver to increase real-time simulation speed

Automated Driving System Toolbox

• Driving Scenario Designer app for interactively defining actors and driving scenarios to test control and sensor fusion algorithms

Model Predictive Control Toolbox

• ADAS blocks for designing, simulating, and implementing adaptive cruise control and lane-keeping algorithms

Vehicle Network Toolbox

• CAN FD protocol support in Simulink^®, and XCP over Ethernet to communicate with ECUs from MATLAB^® or Simulink

Model-Based Calibration Toolbox

• Powertrain Blockset™ integration for using measured data to calibrate and generate tables forPowertrain Blockset mapped engines

Vehicle Dynamics Blockset

• A new product for modeling and simulating vehicle dynamics in a virtual 3D environment

Embedded Coder

• Embedded Coder^® dictionary for defining custom code generation configurations for data and functions
• Code Perspective for customizing Simulink desktop for code generation workflows

MATLAB Coder

• Row-major array layout to simplify interfacing generated code with C environments storing arrays in row-major format
• Sparse matrix support to enable more efficient computation using sparse matrices in generated code
• C code generation for machine learning deployment including k-nearest neighbor, nontree ensemble models, and distance calculations with Statistics and Machine Learning Toolbox™

Fixed-Point Designer

• Lookup table optimization for approximating functions and minimizing existing lookup table RAM usage

HDL Coder

• Matrix support enabling HDL code generation directly from algorithms with two-dimensional matrix data types and operations

Signal Processing Toolbox

• Signal Analyzer app for processing multiple signals and extracting regions of interest from signals
• Vibration signal analysis from rotating machinery using RPM tracking and order analysis

LTE System Toolbox

• NB-IoT support to model the narrowband Internet of Things transport and physical downlink shared channel

RF Blockset

• Power amplifier model for capturing nonlinearity and memory effects based on input/output device characteristics

Wavelet Toolbox

• Continuous and discrete wavelet transform filter banks

Robotics System Toolbox

• Lidar-based SLAM for localizing robots and map environments using lidar sensors

Simulink Requirements

• Requirements import with ReqIF for importing requirements from third-party tools such as IBM^® Rational^® DOORS^® Next Generation or Siemens^® Polarion

Simulink Test

• Coverage aggregation to combine coverage results from multiple test runs

Polyspace Code Prover

• AUTOSAR support for static analysis of AUTOSAR software components