Independent component analysis

Automated Classification of L/R Hand Movement EEG Signals using Advanced Feature Extraction and Machine Learning

H. Mohammad, Aya Samaha, Khaled Alkamha

Citations: 103 • 2013

RETRACTED ARTICLE: Automatic detection and classification of EEG artifacts using fuzzy kernel SVM and wavelet ICA (WICA)

K. Yasoda, R.S. Ponmagal, K. S. Bhuvaneshwari, K. Venkatachalam

Citations: 83 • 2020

Motion and Muscle Artifact Removal Validation Using an Electrical Head Phantom, Robotic Motion Platform, and Dual Layer Mobile EEG

Natalie Richer, Ryan J. Downey, W. David Hairston, Daniel P. Ferris, Andrew D. Nordin

Citations: 51 • 2020

Two-stage blind source separation based on ICA and binary masking for real-time robot audition system

Hiroshi Saruwatari, Y. Mori, Tomoya Takatani, Satoshi Ukai, Kiyohiro Shikano, Takashi Hiekata, Takashi Morita

Citations: 32 • 2005

Applications of ICA and fractal dimension in sEMG signal processing for subtle movement analysis: a review

Ganesh R. Naik, Sridhar P. Arjunan, Dinesh Kumar

Citations: 32 • 2011

Microphone array post-filter for separation of simultaneous non-stationary sources

Jean-Marc Valin, Jean Rouat, François Michaud

Citations: 31 • 2004

ICA and Committee Machine-Based Algorithm for Cursor Control in a BCI System

Jianzhao Qin, Yuanqing Li, Andrzej Cichocki

Citations: 20 • 2005

ICA-based efficient blind dereverberation and echo cancellation method for barge-in-able robot audition

Ryu Takeda, Kazuhiro Nakadai, Toru TAKAHASHI, Kazunori Komatani, Tetsuya Ogata, Hiroshi G. Okuno

Citations: 19 • 2009

Exploiting known sound source signals to improve ICA-based robot audition in speech separation and recognition

Ryu Takeda, Kazuhiro Nakada, Kazunori Komatani, Tetsuya Ogata, Hiroshi G. Okuno

Citations: 17 • 2007

Convolutional Auto-Encoder and Independent Component Analysis Based Automatic Place Recognition for Moving Robot in Invariant Season Condition

Mohammad Tariqul Islam, Khan Md. Hasib, Md. Mahbubur Rahman, Abdur Nur Tusher, Mohammad Shafiul Alam, Md. Rafiqul Islam

Citations: 17 • 2022

ICA Based Sensors Fault Diagnosis: An Audio Separation Application

Zahoor Uddin, Aamir Qamar, Farooq Alam

Citations: 16 • 2021

Learning slow features with reservoir computing for biologically-inspired robot localization

Eric Aislan Antonelo, Benjamin Schrauwen

Citations: 16 • 2011

A novel framework for classification of two-class motor imagery EEG signals using logistic regression classification algorithm

Rabia Avais Khan, Nasir Rashid, Muhammad Shahzaib, Umar Farooq Malik, Arshia Arif, Javaid Iqbal, Mubasher Saleem, Umar Shahbaz Khan, Mohsin Islam Tiwana

Citations: 16 • 2023

Independent component analysis of optical flow for robot navigation

Naoya Ohnishi, Atsushi Imiya

Citations: 15 • 2008

Barge-in-able robot audition based on ICA and missing feature theory under semi-blind situation

Ryu Takeda, Kazuhiro Nakadai, Kazunori Komatani, Tetsuya Ogata, Hiroshi G. Okuno

Citations: 14 • 2008

Missing-Feature based Speech Recognition for Two Simultaneous Speech Signals Separated by ICA with a pair of Humanoid Ears

Ryu Takeda, Shun’ichi Yamamoto, Kazunori Komatani, Tetsuya Ogata, Hiroshi G. Okuno

Citations: 12 • 2006

Prediction of knee trajectory based on surface electromyogram with independent component analysis combined with support vector regression

Meng Zhu, Xiaorong Guan, Zhong Li, Yunlong Gao, Kaifan Zou, Xin’an Gao, Zheng Wang, Huibin Li, Keshu Cai

Citations: 12 • 2022

Motion process monitoring using optical flow–based principal component analysis-independent component analysis method

Song Fan, Yingwei Zhang, Yunzhou Zhang, Zheng Thomas Fang

Citations: 10 • 2017

Real-time implementation of blind spatial subtraction array for hands-free robot spoken dialogue system

Yu Takahashi, Hiroshi Saruwatari, Kiyohiro Shikano

Citations: 10 • 2008

Finding dependent and independent components from related data sets: A generalized canonical correlation analysis based method

Juha Karhunen, Tele Hao, Jarkko Ylipaavalniemi

Citations: 10 • 2013