Embedded Machine Learning with Microcontrollers
portes grátis
Embedded Machine Learning with Microcontrollers
Applications on Arduino Boards
Atmaca, Eren; UEnsalan, Cem; Hoeke, Berkan
Springer International Publishing AG
10/2024
371
Dura
9783031694202
15 a 20 dias
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.- Training the Multi-layer Neural Network on the Microcontroller.- Convolution Neural Networks.- Recurrence in Neural Networks.
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
Machine Learning;Neural networks;Deep learning;Microcontrollers;Arduino;Arduino Nano 33;nRF52840;Embedded systems;Embedded machine learning;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.- Training the Multi-layer Neural Network on the Microcontroller.- Convolution Neural Networks.- Recurrence in Neural Networks.
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
