LOGIN ENGLISH

제목 [학술세미나] SEED 세미나 안내(19.01.09)
작성일 2019-01-04 13:50:52
내용 SEED Seminar Announcement


 We cordially  invite you to attend the SEED seminar by Prof. Hideitsu Hino on Wednesday, 9 Jan 2019@17:00-18:00 PM (UTC+9 note time difference).   

* Title : Current Dipole Localization from EEG with Birth-Death Process
* Speaker: Hideitsu Hino, ISM
* Time: 17:00-18:00 (Japan time), Wed,  9 Jan 2019
* Venue: Institute of Statistical Mathematics, Japan
* Virtual seminar room: webconf.vc.dfn.de/optimization  
* Room Passcode: seed
 
Abstract
We explore the EEG source localization problem as the estimation of current dipoles. We formulate the relation between current dipoles and EEG observation by state-space model and consider birth-death process of curret dipole. In this study, the location and moment of dipoles are estimated by Rao-Blackwellized Particle Filter (RBPF) and whether a new dipole is born or an existed dipole disappears is estimated by Bayesian Information Criterion (BIC). We propose a new dipole birth-death model for BIC model selection. By synthetic and real data experiments, we check the effectiveness of our method. This work is done in collaboration with Keita Nakamura, Noboru Murata at Waseda university, Sho Sonoda at RIKEN, Masahiro Kawasaki at university of Tsukuba, and Shotaro Akaho at AIST.
---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
The SEED seminar series is jointly organized by researchers from National University of Singapore, Zuse Institute Berlin, The Institute of Statistical Mathematics, Academia Sinica, University College London, Seoul National University and the Hong Kong University of Science and Technology. SEED stands for Statistics maschinElEarning Datascience. Motivated by the availability of big complex data and the fast development of new techniques in machine learning and data science, SEED aims to provide an online research platform for seminars focusing on important and timely interdisciplinary research topics on Statistics, Machine learning, Data Science, Mathematics, Operation Research, Computer Science, and Engineering. The online seminar series are co-hosted and organised by several research institutes in different countries. The mission is to exchange research ideas, educate young researchers, and promote international research and education collaborations.For more information, please visit the SEED website https://seed.stat.nus.edu.sg/index.php 
---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
We look forward to seeing you at the events!
Best regards
 
SEED Organisation Committee
   
********************************************************************************************************************************************************************
Confirmed seminars will be given by the following researchers:
 
 
Speaker Title Date and Time Host
Hong Kong, Singapore and Taiwan (UTC +8) Japan and Korea 
(UTC +9)
Germany 
(UTC +1)
U.K. 
(UTC)
Hideitsu Hino Current Dipole Localization from EEG with Birth-Death Process Wed, 9 Jan 2019
16:00 - 17:00
Wed, 9 Jan 2019
17:00 - 18:00
Wed, 9 Jan 2019
09:00 - 10:00
Wed, 9 Jan 2019
08:00 - 09:00
ISM
  
파일 -