Paper Abstract and Keywords |
Presentation |
2017-08-02 09:30
[Invited Talk]
SAR A/D Converter Using Stochastic Conversion and Machine-Learning Error Correction Toshimasa Matsuoka (Osaka Univ.), Takatsugu Kamata, Masayuki Ueda (SPChange), Yusaku Hirai, Sadahiro Tani, Tomohiro Asano, Shodai Isami, Toshifumi Kurata, Keiji Tatsumi (Osaka Univ.) SDM2017-42 ICD2017-30 Link to ES Tech. Rep. Archives: SDM2017-42 ICD2017-30 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
To realize daily life health care and telemedicine utilizing ICT infrastructure of the mobile cloud environment, wearable biomedical information sensing devices and ICT techniques are required to be popularized. Overlooking the whole system, we are developing low-power high-precision analog front-end (AFE) IC embedding
machine-learning error correction function, which uses a successive-approximation-register A/D converter with stochastic A/D conversion as a promising circuit technique. This paper describes design and evaluation results of the proto-type AFE IC. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
SAR-ADC / DAC error calibration / stochastic A/D conversion / mismatch / machine learning / / / |
Reference Info. |
IEICE Tech. Rep., vol. 117, no. 167, ICD2017-30, pp. 95-100, July 2017. |
Paper # |
ICD2017-30 |
Date of Issue |
2017-07-24 (SDM, ICD) |
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 |
SDM2017-42 ICD2017-30 Link to ES Tech. Rep. Archives: SDM2017-42 ICD2017-30 |
Conference Information |
Committee |
SDM ICD ITE-IST |
Conference Date |
2017-07-31 - 2017-08-02 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Hokkaido-Univ. Multimedia Education Bldg. |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
Analog, Mixed Analog and Digital, RF, and Sensor Interface, Low voltage/low power techniques, novel devices, circuits, and applications |
Paper Information |
Registration To |
ICD |
Conference Code |
2017-07-SDM-ICD-IST |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
SAR A/D Converter Using Stochastic Conversion and Machine-Learning Error Correction |
Sub Title (in English) |
|
Keyword(1) |
SAR-ADC |
Keyword(2) |
DAC error calibration |
Keyword(3) |
stochastic A/D conversion |
Keyword(4) |
mismatch |
Keyword(5) |
machine learning |
Keyword(6) |
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Keyword(7) |
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Keyword(8) |
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1st Author's Name |
Toshimasa Matsuoka |
1st Author's Affiliation |
Osaka University (Osaka Univ.) |
2nd Author's Name |
Takatsugu Kamata |
2nd Author's Affiliation |
SPChange (SPChange) |
3rd Author's Name |
Masayuki Ueda |
3rd Author's Affiliation |
SPChange (SPChange) |
4th Author's Name |
Yusaku Hirai |
4th Author's Affiliation |
Osaka University (Osaka Univ.) |
5th Author's Name |
Sadahiro Tani |
5th Author's Affiliation |
Osaka University (Osaka Univ.) |
6th Author's Name |
Tomohiro Asano |
6th Author's Affiliation |
Osaka University (Osaka Univ.) |
7th Author's Name |
Shodai Isami |
7th Author's Affiliation |
Osaka University (Osaka Univ.) |
8th Author's Name |
Toshifumi Kurata |
8th Author's Affiliation |
Osaka University (Osaka Univ.) |
9th Author's Name |
Keiji Tatsumi |
9th Author's Affiliation |
Osaka University (Osaka Univ.) |
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Speaker |
Author-1 |
Date Time |
2017-08-02 09:30:00 |
Presentation Time |
45 minutes |
Registration for |
ICD |
Paper # |
SDM2017-42, ICD2017-30 |
Volume (vol) |
vol.117 |
Number (no) |
no.166(SDM), no.167(ICD) |
Page |
pp.95-100 |
#Pages |
6 |
Date of Issue |
2017-07-24 (SDM, ICD) |
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