Téléchargez le livre : Brain-Computer Interface

Brain-Computer Interface

Using Deep Learning Applications

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Éditeur :

Wiley-Scrivener


Paru le : 2023-02-10



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Description
BRAIN-COMPUTER INTERFACE
It covers all the research prospects and recent advancements in the brain-computer interface using deep learning.
The brain-computer interface (BCI) is an emerging technology that is developing to be more functional in practice. The aim is to establish, through experiences with electronic devices, a communication channel bridging the human neural networks within the brain to the external world. For example, creating communication or control applications for locked-in patients who have no control over their bodies will be one such use. Recently, from communication to marketing, recovery, care, mental state monitoring, and entertainment, the possible application areas have been expanding. Machine learning algorithms have advanced BCI technology in the last few decades, and in the sense of classification accuracy, performance standards have been greatly improved. For BCI to be effective in the real world, however, some problems remain to be solved.
Research focusing on deep learning is anticipated to bring solutions in this regard. Deep learning has been applied in various fields such as computer vision and natural language processing, along with BCI growth, outperforming conventional approaches to machine learning. As a result, a significant number of researchers have shown interest in deep learning in engineering, technology, and other industries; convolutional neural network (CNN), recurrent neural network (RNN), and generative adversarial network (GAN).
Audience
Researchers and industrialists working in brain-computer interface, deep learning, machine learning, medical image processing, data scientists and analysts, machine learning engineers, electrical engineering, and information technologists.
Pages
320 pages
Collection
n.c
Parution
2023-02-10
Marque
Wiley-Scrivener
EAN papier
9781119857204
EAN PDF
9781119857648
Informations sur l'ebook
Nombre pages copiables
0
Nombre pages imprimables
320
Taille du fichier
27587 Ko
Ce livre est accessible aux handicaps Voir les informations sur l'accessibilité
Prix
202,88 €
EAN EPUB
9781119857754
Informations sur l'ebook
Nombre pages copiables
0
Nombre pages imprimables
320
Taille du fichier
31324 Ko
Ce livre est accessible aux handicaps Voir les informations sur l'accessibilité
Prix
202,88 €

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