Unsupervised learning for brain-computer interfaces based on event-related potentials

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Bibliographic Details
Published inSignal Processing and Machine Learning for Brain-Machine Interfaces p. 1
Main Authors Arvaneh Mahnaz, Tanaka Toshihisa
Format Book Chapter
LanguageEnglish
Published Stevenage The Institution of Engineering and Technology 2018
Institution of Engineering and Technology (The IET)
Subjects
Electronics
Electronics engineering
General Engineering & Project Administration
General References
Optics & Photonics
Signal and Image Processing & Sensors
Signal processing
Signals & Signal Processing
TECHNOLOGY & ENGINEERING
Online AccessGet full text
ISBN9781785613982
1785613987
DOI10.1049/PBCE114E_ch6

Cover

Table of Contents:
  • 6.1 Introduction 6.2 Event-Related Potential Based Brain-Computer Interfaces 6.3 Decoding Based on Expectation Maximisation 6.4 Decoding Based on Learning from Label Proportions 6.5 Combining EM and LLP Decoders Analytically 6.6 Experimental Setup 6.7 Results 6.8 Conclusion Acknowledgements References