Deep learning for EEG-based brain-computer interfaces: (Record no. 4502)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 02519nam a22002177a 4500 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20230120130907.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 230120b ||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781786349583 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 612.820285 |
| Item number | ZHA |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Zhang, Xiang |
| 245 ## - TITLE STATEMENT | |
| Title | Deep learning for EEG-based brain-computer interfaces: |
| Remainder of title | representations, algorithms and applications |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Name of publisher, distributor, etc. | World Scientific Publishing Company Pvt. Ltd. |
| Place of publication, distribution, etc. | New Jersey |
| Date of publication, distribution, etc. | 2022 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xi, 281 p. |
| 365 ## - TRADE PRICE | |
| Price type code | USD |
| Price amount | 98.00 |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE | |
| Bibliography, etc. note | Contents:<br/>Preface<br/>Background:<br/>Introduction<br/>Brain Signal Acquisition<br/>Deep Learning Foundations<br/>Deep Learning-Based BCI and Its Applications:<br/>Deep Learning-Based BCI<br/>Deep Learning-Based BCI Applications<br/>Recent Advances on Deep Learning for EEG-Based BCI:<br/>Robust Brain Signal Representation Learning<br/>Cross-Scenario Classification<br/>Semi-Supervised Classification<br/>Typical Deep Learning for EEG-Based BCI Applications:<br/>Authentication<br/>Visual Reconstruction<br/>Language Interpretation<br/>Intent Recognition in Assisted Living<br/>Patient-Independent Neurological Disorder Detection<br/>Future Directions and Conclusion<br/>Bibliography<br/>Index |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | Deep Learning for EEG-Based Brain–Computer Interfaces is an exciting book that describes how emerging deep learning improves the future development of Brain–Computer Interfaces (BCI) in terms of representations, algorithms and applications. BCI bridges humanity's neural world and the physical world by decoding an individuals' brain signals into commands recognizable by computer devices.<br/><br/>This book presents a highly comprehensive summary of commonly-used brain signals; a systematic introduction of around 12 subcategories of deep learning models; a mind-expanding summary of 200+ state-of-the-art studies adopting deep learning in BCI areas; an overview of a number of BCI applications and how deep learning contributes, along with 31 public BCI data sets. The authors also introduce a set of novel deep learning algorithms aimed at current BCI challenges such as robust representation learning, cross-scenario classification, and semi-supervised learning. Various real-world deep learning-based BCI applications are proposed and some prototypes are presented. The work contained within proposes effective and efficient models which will provide inspiration for people in academia and industry who work on BCI. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Machine learning |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Brain-computer interfaces |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Yao, Lina |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Dewey Decimal Classification |
| Koha item type | Book |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Collection code | Bill No | Bill Date | Home library | Current library | Shelving location | Date acquired | Source of acquisition | Cost, normal purchase price | Total Checkouts | Full call number | Accession Number | Date last seen | Copy number | Cost, replacement price | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Dewey Decimal Classification | IT & Decisions Sciences | 586/22-23 | 06-01-2023 | Indian Institute of Management LRC | Indian Institute of Management LRC | General Stacks | 01/20/2023 | T V Enterprises | 5483.42 | 612.820285 ZHA | 004274 | 01/20/2023 | 1 | 8339.80 | 01/20/2023 | Book |