عنوان

Analysis and classification of EEG signals for brain-computer interfaces/

ويژگيها

hardcover

ويژگيها

hardcover

ويژگيها

ebook

شابک

978-3-030-30580-2

شابک

3030305805

شابک اشتباه

9783030305819

شماره

19102

شماره کنترل سيستم

(OCoLC)1111783568

زبان متن نوشتاري يا گفتاري و مانند آن

انگلیسی

عنوان اصلي

Analysis and classification of EEG signals for brain-computer interfaces/

نام نخستين پديدآور

Szczepan Paszkiel.

محل نشرو پخش و غیره

Cham, Switzerland:

نام ناشر، پخش کننده و غيره

Springer Nature,

تاریخ نشرو بخش و غیره

2020

نام خاص و کميت اثر

vi, 132 pages:

ساير جزييات

illustrations (some color);

ابعاد

25 cm.

عنوان فروست

Studies in computational intelligence,

مشخصه جلد

volume 852.

شاپا ي ISSN فروست

1860-949X ;

متن يادداشت

Includes bibliographical references.

متن يادداشت

This book addresses the problem of EEG signal analysis and the need to classify it for practical use in many sample implementations of brain-computer interfaces. In addition, it offers a wealth of information, ranging from the description of data acquisition methods in the field of human brain work, to the use of Moore-Penrose pseudo inversion to reconstruct the EEG signal and the LORETA method to locate sources of EEG signal generation for the needs of BCI technology. In turn, the book explores the use of neural networks for the classification of changes in the EEG signal based on facial expressions. Further topics touch on machine learning, deep learning, and neural networks. The book also includes dedicated implementation chapters on the use of brain-computer technology in the field of mobile robot control based on Python and the LabVIEW environment. In closing, it discusses the problem of the correlation between brain-computer technology and virtual reality technology.

عنصر شناسه ای

Brain-Computer Interfaces

عنصر شناسه ای

Electroencephalography

عنصر شناسه ای

Signal Processing, Computer-Assisted

تقسیم فرعی موضوعی

methods

شماره

ويراست

شماره رده

نشانه اثر

شماره رده

نشانه اثر

عنصر شناسه اي

Paszkiel, Szczepan,

تاريخ عمليات

20220314013220.0

قواعد فهرست نويسي ( بخش توصيفي )

rda

نوع ماده

BL

کد کاربرگه

270410

تكميل شده

Y