Embedded Machine Learning with Microcontrollers
portes grátis
Embedded Machine Learning with Microcontrollers
Applications on STM32 Development Boards
UEnsalan, Cem; Hoeke, Berkan; Atmaca, Eren
Springer International Publishing AG
12/2024
390
Dura
9783031709111
Pré-lançamento - envio 15 a 20 dias após a sua edição
Descrição não disponível.
Introduction.- Hardware to Be Used in the Book.- Software to Be Used in the Book.- Data Acquisition From Sensors.- Introduction to Machine Learning.- Classification.- Regression.- Clustering.- The Tensorflow Platform and Keras API.- Fundamentals of Neural Networks.- Embedding the Neural Network Model to the Microcontroller.- Multi-layer Neural Networks.- Convolutional Neural Networks.- Recurrent Neural Networks.- ARM CMSIS NN Software Library.- Appendix. STM32 Board Pin Usage Tables.
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
ARM Cortex-M;Machine learning;Neural networks;Deep learning;Microcontrollers;Embedded systems;Embedded Machine Learning;STMicroelectronics;STM32;STM32F429ZIT6;Tensorflow Platform
Introduction.- Hardware to Be Used in the Book.- Software to Be Used in the Book.- Data Acquisition From Sensors.- Introduction to Machine Learning.- Classification.- Regression.- Clustering.- The Tensorflow Platform and Keras API.- Fundamentals of Neural Networks.- Embedding the Neural Network Model to the Microcontroller.- Multi-layer Neural Networks.- Convolutional Neural Networks.- Recurrent Neural Networks.- ARM CMSIS NN Software Library.- Appendix. STM32 Board Pin Usage Tables.
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
