An investigation of EEG artifacts elimination using a neural network with non-recursive 2nd order volterra filters

Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings

Volumn 26 I, Issue , 2004, Pages 612-615

  Shigemura, Shusaku ^a   Nishimura, Toshihiro ^a   Tsubai, Masayoshi ^a   Yokoi, Hirokazu ^b  

^a WASEDA UNIVERSITY   (Japan)

^b KYUSHU INSTITUTE OF TECHNOLOGY   (Japan)

Author keywords

Artifacts; Blink; EEG; Neural Network; Non recursive 2nd order Volterra Filter

Indexed keywords

BRAIN; DATA REDUCTION; ELECTROENCEPHALOGRAPHY; MATHEMATICAL MODELS; SIGNAL PROCESSING; TIME SERIES ANALYSIS;

ARTIFACTS; BLINK; HUMAN BRAIN; NON-RECURSIVE 2ND ORDER VOLTERRA FILTER;

NEURAL NETWORKS;

EID: 11044239425     PISSN: 05891019     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (6)

1. S. Iwamoto, T. Yoshida, and H. Yokoi: "Basic Investigation associated with Neural Control of Biped Walking Robot", TECHNICAL REPORT OF IEICE, MBE93-106, pp23-30, (1994)
2. Rangaraj M. Rangayyan: Biomedical Signal Analysis A Case-Study Approach, IEEE, pp73-104 (2001)
3. W. WENG, K. KHORASANI: "An Adaptive Structure of Neural Network with Application to EEG Automatic Seizure Detection", Neural Network, Vol. 9, No. 7, pp. 1223-1240, (1996)
4. T. Fukami, T. Shina, and Y. Saito, "Estimation of ERP Mixed with Eye-Blink Using Trend Model", IEICE, D-II Vol. J82-D-II No.1 pp.137-146, (1999)
5. T. Sugi, M. Nakamura, A. Ikeda, T. Nagamine, H. Shibasaki, "Real-Time Processing of Blink Artifact Elimination on EEG Records by Use of the Normalized Averaging Method", BME 38-1, 33/41 (2000)
6. T. Kozawa, A Nozawa, and H. Ide: "Separation of Brain Waves Containing Artifacts by ICA", T. IEEJapan, Vol. 124-C, No. 1, pp211-212, (2004)