Filtering for Simple Threshold Systems: Self-Tuning, Mutual Information and Applications

Takahiro HADA; Toyonori MUNAKATA

doi:10.1093/ietfec/e89-a.10.2566

Filtering for Simple Threshold Systems: Self-Tuning, Mutual Information and Applications

Takahiro HADA, Toyonori MUNAKATA

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In this paper we discuss an adaptive process, which is based on the so-called self-tuning mechanism. We simplify this mechanism and apply it to a threshold system. From view points of information quantity and estimation accuracy we show this mechanism enhances information transmission through the threshold system. In addition we extend our theory so that it could be applied to a truncation coding.

Publication: IEICE TRANSACTIONS on Fundamentals Vol.E89-A No.10 pp.2566-2574

Publication Date: 2006/10/01

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Online ISSN: 1745-1337

DOI: 10.1093/ietfec/e89-a.10.2566

Type of Manuscript: Special Section PAPER (Special Section on Information Theory and Its Applications)

Category: Signal Processing

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Takahiro HADA, Toyonori MUNAKATA, "Filtering for Simple Threshold Systems: Self-Tuning, Mutual Information and Applications" in IEICE TRANSACTIONS on Fundamentals, vol. E89-A, no. 10, pp. 2566-2574, October 2006, doi: 10.1093/ietfec/e89-a.10.2566.
Abstract: In this paper we discuss an adaptive process, which is based on the so-called self-tuning mechanism. We simplify this mechanism and apply it to a threshold system. From view points of information quantity and estimation accuracy we show this mechanism enhances information transmission through the threshold system. In addition we extend our theory so that it could be applied to a truncation coding.
URL: https://globals.ieice.org/en_transactions/fundamentals/10.1093/ietfec/e89-a.10.2566/_p

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@ARTICLE{e89-a_10_2566,
author={Takahiro HADA, Toyonori MUNAKATA, },
journal={IEICE TRANSACTIONS on Fundamentals},
title={Filtering for Simple Threshold Systems: Self-Tuning, Mutual Information and Applications},
year={2006},
volume={E89-A},
number={10},
pages={2566-2574},
abstract={In this paper we discuss an adaptive process, which is based on the so-called self-tuning mechanism. We simplify this mechanism and apply it to a threshold system. From view points of information quantity and estimation accuracy we show this mechanism enhances information transmission through the threshold system. In addition we extend our theory so that it could be applied to a truncation coding.},
keywords={},
doi={10.1093/ietfec/e89-a.10.2566},
ISSN={1745-1337},
month={October},}

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TY - JOUR
TI - Filtering for Simple Threshold Systems: Self-Tuning, Mutual Information and Applications
T2 - IEICE TRANSACTIONS on Fundamentals
SP - 2566
EP - 2574
AU - Takahiro HADA
AU - Toyonori MUNAKATA
PY - 2006
DO - 10.1093/ietfec/e89-a.10.2566
JO - IEICE TRANSACTIONS on Fundamentals
SN - 1745-1337
VL - E89-A
IS - 10
JA - IEICE TRANSACTIONS on Fundamentals
Y1 - October 2006
AB - In this paper we discuss an adaptive process, which is based on the so-called self-tuning mechanism. We simplify this mechanism and apply it to a threshold system. From view points of information quantity and estimation accuracy we show this mechanism enhances information transmission through the threshold system. In addition we extend our theory so that it could be applied to a truncation coding.
ER -