航空航天
(radar toolbox)
classify radar returns using machine and deep learning approaches.
通信和信号处理
data analysis on s-parameters of rf data files (rf toolbox)
perform statistical analysis on s-parameter data files using magnitude, mean, and
standard deviation.
(wavelet toolbox)
extract features on your gpu for signal classification.
(audio toolbox)
perform audio feature selection to select a feature set for either speaker recognition
or word recognition tasks.
(audio toolbox)
use machine learning to identify people based on features extracted from recorded
speech.
speaker diarization using x-vectors (audio toolbox)
speaker diarization is the process of partitioning an audio signal into segments according to speaker identity.
(signal processing toolbox)
use a conditional generative adversarial network to produce synthetic signals.
(signal processing toolbox)
extract features from smartphone sensor signals and use them to classify human
activity.
工业自动化和机械
(predictive maintenance toolbox)
use a data-based modeling approach for fault detection.
(predictive maintenance toolbox)
detect anomalies in industrial-machine vibration data using machine learning and deep
learning.
train a binary classification model using classification learner app to detect
anomalies in sensor data collected from an industrial manufacturing
machine.
rolling element bearing fault diagnosis (predictive maintenance toolbox)
perform fault diagnosis of a rolling element bearing based on acceleration
signals.
(predictive maintenance toolbox)
use a model parity-equations-based approach for detection and diagnosis of faults in a
pumping system.
(wavelet toolbox)
classify faults in acoustic recordings of air compressors using a wavelet
scattering network and a support vector machine.
train a gaussian process regression model to predict the state of charge of a
battery in automotive engineering.
predict in simulink® using a neural network regression model, and deploy the simulink model to an fpga/asic platform by using hdl code generation.
this example shows how to automate the process of monitoring the state of health for a cooling system using an incremental drift-aware learning model and streaming data framework for matlab® production server™.
医疗设备
(wavelet toolbox)
classify human electrocardiogram signals using wavelet time scattering and a
support vector machine classifier.
(wavelet toolbox)
classify human phonocardiogram recordings using wavelet time scattering and a
support vector machine classifier.
human activity recognition simulink model for smartphone deployment
generate code from a classification simulink model prepared for deployment to a smartphone.
generate code from a classification simulink model prepared for fixed-point deployment.
