Paper Abstract and Keywords |
Presentation |
2021-03-04 11:45
Streaming Data Compression and Decompression by One-Way Quantum Finite-State Automata, Leading to Quantum Finite-State Deep and Shallow Information (Preliminary Report) Tomoyuki Yamakami (U of Fukui) IT2020-117 ISEC2020-47 WBS2020-36 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
The logical depth of a piece of data has served as a complexity measure to
describe the amount of “useful” and "non-random" information stored in the data itself.
This notion is quite different from any standard information-theoretic
measure and it is originated from Kolmogorov complexity that normally
treats off-line static data sets and measures the amount of data
decompression. This notion of logical depth has further expanded to
various models of computation in the past literature to accommodate the needs for handling different circumstances.
Of all sorts of data forms, we target
streaming data sets coming incessantly through communication channels and aim at measuring the amount of useful information in them via
their compression and decompression. As a decompression procedure of
streaming data, we run one-way (or real-time) quantum finite-state
automata equipped with write-once output tapes (called transducers) to recover
the desired information from the incoming data sets, introducing the
notions of quantum finite-state depth and shallowness that capture
usefulness of the streaming data sets. We first layout a
general setting of compression/decompression of streaming data and, using fundamental properties, we then argue the existence of deep and
shallow data sets. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
quantum finite-state automata / Kolmogorov complexity / logical depth / data compression / data decompression / quantum finite-state deep / quantum finite-state shallow / |
Reference Info. |
IEICE Tech. Rep., vol. 120, no. 410, IT2020-117, pp. 31-36, March 2021. |
Paper # |
IT2020-117 |
Date of Issue |
2021-02-25 (IT, ISEC, WBS) |
ISSN |
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) |
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IT2020-117 ISEC2020-47 WBS2020-36 |
Conference Information |
Committee |
WBS IT ISEC |
Conference Date |
2021-03-04 - 2021-03-05 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Online |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
Joint Meeting of WBS, IT, and ISEC |
Paper Information |
Registration To |
IT |
Conference Code |
2021-03-WBS-IT-ISEC |
Language |
English |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Streaming Data Compression and Decompression by One-Way Quantum Finite-State Automata, Leading to Quantum Finite-State Deep and Shallow Information (Preliminary Report) |
Sub Title (in English) |
|
Keyword(1) |
quantum finite-state automata |
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Kolmogorov complexity |
Keyword(3) |
logical depth |
Keyword(4) |
data compression |
Keyword(5) |
data decompression |
Keyword(6) |
quantum finite-state deep |
Keyword(7) |
quantum finite-state shallow |
Keyword(8) |
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1st Author's Name |
Tomoyuki Yamakami |
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University of Fukui (U of Fukui) |
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Speaker |
Author-1 |
Date Time |
2021-03-04 11:45:00 |
Presentation Time |
25 minutes |
Registration for |
IT |
Paper # |
IT2020-117, ISEC2020-47, WBS2020-36 |
Volume (vol) |
vol.120 |
Number (no) |
no.410(IT), no.411(ISEC), no.412(WBS) |
Page |
pp.31-36 |
#Pages |
6 |
Date of Issue |
2021-02-25 (IT, ISEC, WBS) |