Information: Join today and make your research activities more affordable! Technical workshop participation fees and annual registration fees are available at member rates.
Notice: [Important] Announcement of Changes to Registration Fee Payment and Manuscript Upload Procedures for IEICE Technical Meetings
IEICE Technical Committee Submission System
Conference Paper's Information		 Online Proceedings
[Sign in]
Tech. Rep. Archives
 Go Top Page Go Previous   [Japanese] / [English] 

Paper Abstract and Keywords
Presentation 2015-06-25 13:20
An LSI Implementation of a Neural Network Model for Detecting Local Image Motion in the Visual Cortex
Hisanao Akima, Satoshi Moriya (Tohoku Univ.), Susumu Kawakami, Masafumi Yano (Tohoku Univ.), Koji Nakajima, Masao Sakuraba, Shigeo Sato (Tohoku Univ.) NC2015-4
Abstract (in Japanese) (See Japanese page) 
(in English) The spatial perception, in which objects motion and positional relation are recognized, is necessary to realize such as a walking robot and an autonomous car. Motion stereo vision is one of the methods in which spatial perception is performed based on a depth cue called motion parallax obtained even in one eye. We aim to construct a spatial perception system by implementing the neural network model proposed by Kawakami et al. into an LSI, which can be applied to such as a collision detection system in an autonomous car. As a first step, we designed an LSI in which local motion is detected based on the neural network model of area V1 and area MT in the visual cortex. In this report, we show the architecture of the designed LSI and the results of verification and performance evaluation by RTL simulation.
Keyword (in Japanese) (See Japanese page) 
(in English) Motion Stereo Vision / Visual Area V1 / Visual Area MT / Optical Flow / Hough Transform / Local-motion Detection / LSI /  
Reference Info. IEICE Tech. Rep., vol. 115, no. 111, NC2015-4, pp. 57-62, June 2015.
Paper # NC2015-4 
Date of Issue 2015-06-16 (NC) 
ISSN Print edition: ISSN 0913-5685    Online edition: ISSN 2432-6380
Copyright
and
reproduction		 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)
Download PDF NC2015-4

Conference Information
Committee NC IPSJ-BIO IBISML IPSJ-MPS  
Conference Date 2015-06-23 - 2015-06-25 
Place (in Japanese) (See Japanese page) 
Place (in English) Okinawa Institute of Science and Technology 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Machine Learning Approach to Biodata Mining, and General 
Paper Information
Registration To NC 
Conference Code 2015-06-NC-BIO-IBISML-MPS 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) An LSI Implementation of a Neural Network Model for Detecting Local Image Motion in the Visual Cortex 
Sub Title (in English)  
Keyword(1) Motion Stereo Vision  
Keyword(2) Visual Area V1  
Keyword(3) Visual Area MT  
Keyword(4) Optical Flow  
Keyword(5) Hough Transform  
Keyword(6) Local-motion Detection  
Keyword(7) LSI  
Keyword(8)  
1st Author's Name Hisanao Akima  
1st Author's Affiliation Tohoku University (Tohoku Univ.)
2nd Author's Name Satoshi Moriya  
2nd Author's Affiliation Tohoku University (Tohoku Univ.)
3rd Author's Name Susumu Kawakami  
3rd Author's Affiliation * (*)
4th Author's Name Masafumi Yano  
4th Author's Affiliation Tohoku University (Tohoku Univ.)
5th Author's Name Koji Nakajima  
5th Author's Affiliation * (*)
6th Author's Name Masao Sakuraba  
6th Author's Affiliation Tohoku University (Tohoku Univ.)
7th Author's Name Shigeo Sato  
7th Author's Affiliation Tohoku University (Tohoku Univ.)
8th Author's Name  
8th Author's Affiliation ()
9th Author's Name  
9th Author's Affiliation ()
10th Author's Name  
10th Author's Affiliation ()
11th Author's Name  
11th Author's Affiliation ()
12th Author's Name  
12th Author's Affiliation ()
13th Author's Name  
13th Author's Affiliation ()
14th Author's Name  
14th Author's Affiliation ()
15th Author's Name  
15th Author's Affiliation ()
16th Author's Name  
16th Author's Affiliation ()
17th Author's Name  
17th Author's Affiliation ()
18th Author's Name  
18th Author's Affiliation ()
19th Author's Name  
19th Author's Affiliation ()
20th Author's Name  
20th Author's Affiliation ()
21st Author's Name  
21st Author's Affiliation ()
22nd Author's Name  
22nd Author's Affiliation ()
23rd Author's Name  
23rd Author's Affiliation ()
24th Author's Name  
24th Author's Affiliation ()
25th Author's Name  
25th Author's Affiliation ()
26th Author's Name / /
26th Author's Affiliation ()
()
27th Author's Name / /
27th Author's Affiliation ()
()
28th Author's Name / /
28th Author's Affiliation ()
()
29th Author's Name / /
29th Author's Affiliation ()
()
30th Author's Name / /
30th Author's Affiliation ()
()
31st Author's Name / /
31st Author's Affiliation ()
()
32nd Author's Name / /
32nd Author's Affiliation ()
()
33rd Author's Name / /
33rd Author's Affiliation ()
()
34th Author's Name / /
34th Author's Affiliation ()
()
35th Author's Name / /
35th Author's Affiliation ()
()
36th Author's Name / /
36th Author's Affiliation ()
()
Speaker Author-1 
Date Time 2015-06-25 13:20:00 
Presentation Time 25 minutes 
Registration for NC 
Paper # NC2015-4 
Volume (vol) vol.115 
Number (no) no.111 
Page pp.57-62 
#Pages 6 
Date of Issue 2015-06-16 (NC) 

[Return to Top Page]

[Return to IEICE Web Page]
The Institute of Electronics, Information and Communication Engineers (IEICE), Japan