Overview: Exports Supported by Model Type

Product

Modeling Method

Model Type

C, M, Simulink®, INCA, FMI, GT Suite, Python, Excel

Bosch AMU Model Export

Bosch Flatbuffer (MILEA)

Keras

Embedded AI Coder

ASCMO-DYNAMIC

NARX Structure

ASC GP Spectrum

ASC GP-SCS

without NARX structure

ASC GP

without NARX structure

ASC Compressed

without NARX structure

MLP

Linear

Recurrent Neural Network (RNN)

no initial states, no LSTM with Peepholes, no Basic RNN (all planned)

Convolutional Neural Network (CNN, TCN)

 

CNN to C, MATLAB®, FMI, Keras and Flatbuffers

TCN (Convolutional Layer) to C and Keras

Static Model

ASC GP-Spectrum

ASC GP-SCS

ASC GP

ASC Compressed

Polynom

MLP

Anomaly Detection (PCA)

Anomaly Detection (Autoencoder)

Ensemble Model

 

Model Monitoring

Gaussian Mixture Model (GMM)

ASCMO-STATIC

Regression

ASC GP

additional export of sigma and validity in MATLAB®, Python, FMU and C possible

ASC GP-SCS

ASC Compressed

Polynom

MLP

without transformation

Gaussian Mixture Model (GMM)

Classification

GP

MLP

Python, C

planned

Random Decision Trees

without INCA export

Signal Trace Modeling

Signal Trace

See also