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Scientific Journal «Plant and Soil Science» Font Size Make Font Size Smaller Make Font Size Default Make Font Size Larger Language Select Language User Username Password Remember Me Article Tools Print This Article Indexing Metadata How to Cite Item Finding References Email This Article (Login Required) Email the Author (Login Required) About the Authors YE. Krestʹyaninov National University of Life and Enviromental Sciences of Ukraine L. Yermakova National University of Life and Enviromental Sciences of Ukraine T. Antal National University of Life and Enviromental Sciences of Ukraine Social Networks Information for Readers for Authors for Librarians Author Fees This Journal Charges the Following Author Fees. Publication of One Page: 50.00 (UAH) the Fee Include Those of the Journal’s Publishing, Online Hosting and Archiving. The Ability of Authors to Pay the Fee Does Not Influence the Peer Review Process. No Fee Can Be Paid Prior to the Final Positive Decision of the Reviewers and the Editor in Charge, Regarding the Article Proposed to Be Evaluated in Order to Be Published. Depending Upon Each Particular Case, the Fee Can Be Covered by the Journal Edition. Details Recipient: National University of Life and Environmental Sciences of Ukraine Address: Heroyiv Oborony St., 15, Kyiv-03041, Ukraine. Current Account Number 31254247216289 Bank: State Treasury Service of Ukraine, Kyiv Bank Code 820172 Certificate of VAT №100155865 Payment: In an Article in Scientific Journal "Plant and Soil Science" Personal Account 18.02.06.06.01 Tel .: +38 044 527 87 20 Email: nti_dep@nubip.edu.ua Example of Bibliographic Description the List of Journals Included in Scientometric Databases: - Scopus (Uкraine, Belarus, Poland, Russia); - Іndex Copernicus; - Web of Sciense (Humanities, Natural Sciences, Social Sciences); - РІНЦ. Search Algorithm and Calculation Scientometric Indicator: - Scopus; - Publish or Perish; - Google Scholar; - SNIP-іndex Journal. Home About Login Register Search Current Archives Statistics Reminder for Authors Editorial Board Home > Vol 10, No 1 (2019) > Krestʹyaninov Formation of Corn Grain Yield and Quality Depending on Micronutrients Topdressing Under Conditions of Left Bank Forest Steppe

Plant and Soil Science

EEG Signal Discrimination Using Non-Linear Dynamics in the EMD Domain S. M. Shafiul Alam,S. M. Shafiul Alam,Aurangozeb, and Syed TarekShahriar Abstract—An EMD-chaos Based Approach Is Proposed Todiscriminate EEG Signals Corresponding to Healthy Persons,and Epileptic Patients During Seizure-Free Intervals and Seizureattacks. An Electroencephalogram (EEG) Is First Empiricallydecomposed to Intrinsic Mode Functions (IMFs). The Nonlineardynamics of These IMFs Are Quantified in Terms of the largestLyapunov Exponent (LLE) and Correlation Dimension (CD).This Chaotic Analysis in EMD Domain Is Applied to a Large Groupof EEG Signals Corresponding to Healthy Persons as Well Asepileptic Patients (Both With and Without Seizure Attacks). It Isshown That the Values of the Obtained LLE and CD Exhibitfeatures by Which EEG for Seizure Attacks Can Be Clearlydistinguished From Other EEG Signals in the EMD domain.Thus, the Proposed Approach May Aid Researchers in Developingeffective Techniques to Predict Seizure Activities. Index Terms—Electroencephalogram (EEG), Empiricalmode Decomposition (EMD), Largest Lyapunov Exponent (LLE),correlation Dimension (CD), Epileptic Seizures. The Authors Are With the Electrical and Electronic EngineeringDepartment, Bangladesh University of Engineering and Technology,Dhaka-1000, Bangladesh (E-Mail: imamul@eee.buet.ac.bd) [PDF] Cite: S. M. Shafiul Alam,S. M. Shafiul Alam,Aurangozeb, and Syed Tarek Shahriar, "EEG Signal Discrimination Using Non-Linear Dynamics in the EMD Domain," International Journal of Computer and Electrical Engineering Vol. 4, No. 3, Pp. 326-330, 2012. PREVIOUS PAPER Perception of Emotions Using Constructive Learningthrough Speech NEXT PAPER Physical Layer Impairments Aware OVPN Connection Selection Mechanisms Copyright © 2008-2013. International Association of Computer Science and Information Technology Press (IACSIT Press)

International Journal of Computer and Electrical Engineering