A Remark on a Class of Stability Conditions for Neural Networks
Summary :
This letter points out that while a class of conditions presented in Matsuoka K. [1] are truly sufficient for absolute stability of neural networks, the proof of the sufficiency given in [1] is not sound. As a remark, a mathematically rigorous proof of the sufficiency of the class of conditions for absolute stability of neural networks is provided.
- Publication
- IEICE TRANSACTIONS on Information Vol.E79-D No.7 pp.1004-1005
- Publication Date
- 1996/07/25
- Publicized
- Online ISSN
- DOI
- Type of Manuscript
- LETTER
- Category
- Bio-Cybernetics and Neurocomputing
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Xue-Bin LIANG, Toru YAMAGUCHI, "A Remark on a Class of Stability Conditions for Neural Networks" in IEICE TRANSACTIONS on Information,
vol. E79-D, no. 7, pp. 1004-1005, July 1996, doi: .
Abstract: This letter points out that while a class of conditions presented in Matsuoka K. [1] are truly sufficient for absolute stability of neural networks, the proof of the sufficiency given in [1] is not sound. As a remark, a mathematically rigorous proof of the sufficiency of the class of conditions for absolute stability of neural networks is provided.
URL: https://global.ieice.org/en_transactions/information/10.1587/e79-d_7_1004/_p
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@ARTICLE{e79-d_7_1004,
author={Xue-Bin LIANG, Toru YAMAGUCHI, },
journal={IEICE TRANSACTIONS on Information},
title={A Remark on a Class of Stability Conditions for Neural Networks},
year={1996},
volume={E79-D},
number={7},
pages={1004-1005},
abstract={This letter points out that while a class of conditions presented in Matsuoka K. [1] are truly sufficient for absolute stability of neural networks, the proof of the sufficiency given in [1] is not sound. As a remark, a mathematically rigorous proof of the sufficiency of the class of conditions for absolute stability of neural networks is provided.},
keywords={},
doi={},
ISSN={},
month={July},}
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TY - JOUR
TI - A Remark on a Class of Stability Conditions for Neural Networks
T2 - IEICE TRANSACTIONS on Information
SP - 1004
EP - 1005
AU - Xue-Bin LIANG
AU - Toru YAMAGUCHI
PY - 1996
DO -
JO - IEICE TRANSACTIONS on Information
SN -
VL - E79-D
IS - 7
JA - IEICE TRANSACTIONS on Information
Y1 - July 1996
AB - This letter points out that while a class of conditions presented in Matsuoka K. [1] are truly sufficient for absolute stability of neural networks, the proof of the sufficiency given in [1] is not sound. As a remark, a mathematically rigorous proof of the sufficiency of the class of conditions for absolute stability of neural networks is provided.
ER -
English
