Signal Processing and Machine Learning for Brain-Machine Interfaces
Latest Publications

TOTAL DOCUMENTS

16

(FIVE YEARS 0)

H-INDEX

2

(FIVE YEARS 0)

Published By Institution Of Engineering And Technology

9781785613982, 9781785613999

Latest Documents Most Cited Documents Contributed Authors Related Sources Related Keywords

Front Matter

Signal Processing and Machine Learning for Brain-Machine Interfaces ◽

10.1049/pbce114e_fm ◽

2018 ◽

Download Full-text

An experimental study to compare CSP and TSM techniques to extract features during motor imagery tasks

Signal Processing and Machine Learning for Brain-Machine Interfaces ◽

10.1049/pbce114e_ch3 ◽

2018 ◽

pp. 41-60

Author(s):

Matteo Sartori ◽

Simone Fiori ◽

Toshihisa Tanaka

Keyword(s):

Experimental Study ◽

Download Full-text

A review of feature extraction and classification algorithms for image RSVP-based BCI

Signal Processing and Machine Learning for Brain-Machine Interfaces ◽

10.1049/pbce114e_ch12 ◽

2018 ◽

pp. 243-270

Author(s):

Zhengwei Wang ◽

Graham Healy ◽

Alan F. Smeaton ◽

Tomas E. Ward

Keyword(s):

Feature Extraction ◽

Classification Algorithms

Download Full-text

A BCI challenge for the signal-processing community: considering the user in the loop

Signal Processing and Machine Learning for Brain-Machine Interfaces ◽

10.1049/pbce114e_ch8 ◽

2018 ◽

pp. 143-172 ◽

Author(s):

Fabien Lotte ◽

Camille Jeunet ◽

Jelena Mladenovic ◽

Bernard N'Kaoua ◽

Léa Pillette

Keyword(s):

Signal Processing

Download Full-text

Feedforward artificial neural networks for event-related potential detection

Signal Processing and Machine Learning for Brain-Machine Interfaces ◽

10.1049/pbce114e_ch9 ◽

2018 ◽

pp. 173-192

Author(s):

Hubert Cecotti

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Event Related Potential ◽

Artificial Neural

Download Full-text

A review on transfer learning approaches in brain–computer interface

Signal Processing and Machine Learning for Brain-Machine Interfaces ◽

10.1049/pbce114e_ch5 ◽

2018 ◽

pp. 81-101 ◽

Author(s):

Ahmed M. Azab ◽

Jake Toth ◽

Lyudmila S. Mihaylova ◽

Mahnaz Arvaneh

Keyword(s):

Transfer Learning ◽

Brain Computer Interface ◽

Computer Interface ◽

Learning Approaches

Download Full-text

Neurofeedback games using EEG-based brain–computer interface technology

Signal Processing and Machine Learning for Brain-Machine Interfaces ◽

10.1049/pbce114e_ch14 ◽

2018 ◽

pp. 301-329

Author(s):

A. P. Vinod ◽

Kavitha P. Thomas

Keyword(s):

Brain Computer Interface ◽

Computer Interface

Download Full-text

Decoding music perception and imagination using deep-learning techniques

Signal Processing and Machine Learning for Brain-Machine Interfaces ◽

10.1049/pbce114e_ch13 ◽

2018 ◽

pp. 271-299 ◽

Author(s):

Sebastian Stober ◽

Avital Sternin

Keyword(s):

Deep Learning ◽

Music Perception ◽

Learning Techniques

Download Full-text

Spatial filtering techniques for improving individual template-based SSVEP detection

Signal Processing and Machine Learning for Brain-Machine Interfaces ◽

10.1049/pbce114e_ch11 ◽

2018 ◽

pp. 219-242 ◽

Author(s):

Masaki Nakanishi ◽

Yijun Wang ◽

Tzyy-Ping Jung

Keyword(s):

Spatial Filtering ◽

Filtering Techniques

Download Full-text

Robust EEG signal processing with signal structures

Signal Processing and Machine Learning for Brain-Machine Interfaces ◽

10.1049/pbce114e_ch4 ◽

2018 ◽

pp. 61-80

Author(s):

Hiroshi Higashi ◽

Toshihisa Tanaka

Keyword(s):

Signal Processing ◽

Eeg Signal Processing

Download Full-text