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Paper Abstract and Keywords
Presentation 2009-11-13 13:30
A response waveform analysis for pupillary light reflex
Minoru Nakayama (Tokyo Inst. of Tech.), Wioletta Nowak (Wroclaw Univ. of Tech.), Hitoshi Ishikawa, Ken Asakawa (Kitasato Univ.) MBE2009-67
Abstract (in Japanese) (See Japanese page) 
(in English) The waveforms of Pupillary Light Reflex (PLR) affecting retinal ganglion
cells can be analyzed for a diagnostic test.
For those analysis,
quantitative comparison metrics for waveform shapes using Discrete
Fourier Transform (DFT) descriptors (FDs) are proposed,
and another procedure for emphasizing stimuli and subject
differences using MultiDimensional Scaling (MDS) and clustering,
where dissimilarities between stimuli are defined using descriptors as
waveform features.
To determine the efficiency of the procedures,
a set of PLR data from a conventional experiment for the determination
of a melanopsin-associated photoreceptive system was analyzed,
both characteristics of stimuli and subjects were quantitatively
extracted using the proposed procedures.
Additionally, PLR is decomposed and analyzed those features using
Independent Component Analysis (ICA).
Keyword (in Japanese) (See Japanese page) 
(in English) Pupil Light Reflex / Waveforms / Fourier Descriptor / Multidimensional Scaling / Independent Component Analysis / / /  
Reference Info. IEICE Tech. Rep., vol. 109, no. 279, MBE2009-67, pp. 31-36, Nov. 2009.
Paper # MBE2009-67 
Date of Issue 2009-11-05 (MBE) 
ISSN Print edition: ISSN 0913-5685    Online edition: ISSN 2432-6380
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All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034)
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Conference Information
Committee NC MBE  
Conference Date 2009-11-12 - 2009-11-13 
Place (in Japanese) (See Japanese page) 
Place (in English) Tohoku Univ. 
Topics (in Japanese) (See Japanese page) 
Topics (in English) BCI/BMI and related topics, NC, ME, etc. 
Paper Information
Registration To MBE 
Conference Code 2009-11-NC-MBE 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) A response waveform analysis for pupillary light reflex 
Sub Title (in English)  
Keyword(1) Pupil Light Reflex  
Keyword(2) Waveforms  
Keyword(3) Fourier Descriptor  
Keyword(4) Multidimensional Scaling  
Keyword(5) Independent Component Analysis  
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Keyword(7)  
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1st Author's Name Minoru Nakayama  
1st Author's Affiliation Tokyo Institute of Technology (Tokyo Inst. of Tech.)
2nd Author's Name Wioletta Nowak  
2nd Author's Affiliation Wroclaw University of Technology (Wroclaw Univ. of Tech.)
3rd Author's Name Hitoshi Ishikawa  
3rd Author's Affiliation Kitasato University (Kitasato Univ.)
4th Author's Name Ken Asakawa  
4th Author's Affiliation Kitasato University (Kitasato Univ.)
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Speaker Author-1 
Date Time 2009-11-13 13:30:00 
Presentation Time 25 minutes 
Registration for MBE 
Paper # MBE2009-67 
Volume (vol) vol.109 
Number (no) no.279 
Page pp.31-36 
#Pages
Date of Issue 2009-11-05 (MBE) 


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