Evolutionary based ICA with reference for EEG μ rhythm extraction

• Main Authors: Kavuri, Swathi Sri, Veluvolu, Kalyana Chakravarthy, Chai, Quek Hiok
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2018
• Subjects: Constrained ICA; Differential Evolution
• Online Access: https://hdl.handle.net/10356/87715; http://hdl.handle.net/10220/45492
• Institution: Nanyang Technological University

Independent component analysis with reference (ICA-R), a paradigm of constrained ICA (cICA), incorporates textita priori information about the desired sources as reference signals into the contrast function of ICA. Reference signals direct the search toward the separation of desired sources more eff...