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Hiroshi Shiratsuchi

Kyushu Institute of Technology

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Featured researches published by Hiroshi Shiratsuchi.

IFAC Proceedings Volumes | 1997

Necessary Conditions for Multilayer Nets having Solutions and Convergent Superiority of Bipolar Nets

Hiromu Gotanda; Hiroshi Shiratsuchi; Katsuhiro Inoue; Kousuke Kumamaru

Abstract This paper formulates a necessary condition for multilayer nets to have solutions by a set of normal vectors orthogonal to separation hyperplanes. Comparing the necessary condition to the distributions of normal vectors with the weights and biases initialized ordinarily by random numbers with zero mean, it is derived that bipolar nets are superior to unipolar nets in convergence of the back propagation learning initialized in such an ordinary manner.

Journal of Signal Processing | 2014

Blind Channel Estimation for QAM-OFDM Systems

Hironori Tanaka; Hayato Sogo; Nobuo Iwasaki; Takanori Matsuzaki; Hiroshi Shiratsuchi; Hiromu Gotanda

A - Abstracts of IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences (Japanese Edition) | 2008

Estimation of OFDM Carrier Frequency Offset and Symbol Recovery by ICA

Fuminari Nakagawa; Shigefumi Takase; Hiroshi Shiratsuchi; Hiromu Gotanda

international conference on neural information processing | 1998

A Study on Initialization for BP Networks

Hiroshi Shiratsuchi; Hiromu Gotanda; Katsuhiro Inoue; Kousuke Kumamaru

Transactions of the Institute of Systems, Control and Information Engineers | 1998

Convergent Superiority of Bipolar Nets from the Viewpoint of Input Set Separability

Hiroshi Shiratsuchi; Hiromu Gotanda; Katsuhiro Inoue; Kousuke Kumamaru

Journal of robotics and mechatronics | 1997

Studies on Cardinality of Solutions for Multilayer Nets and a Scaling Method in Hardware Implementations

Hiromu Gotanda; Hiroshi Shiratsuchi; Katsuhiro Inoue; Kousuke Kumamaru

Journal of robotics and mechatronics | 1997

Difference of Solution Regions due to Net Polarity

Hiromu Gotanda; Hiroshi Shiratsuchi; Katsuhiro Inoue; Kousuke Kumamaru

Journal of Advanced Computational Intelligence and Intelligent Informatics | 2010

SN Ratio Estimation and Speech Segment Detection of Extracted Signals Through Independent Component Analysis

Takeshi Koya; Nobuo Iwasaki; Takaaki Ishibashi; Go Hirano; Hiroshi Shiratsuchi; Hiromu Gotanda

Journal of Advanced Computational Intelligence and Intelligent Informatics | 2004

Studies on Effects of Initialization on Structure Formationand Generalization of Structural Learning with Forgetting

Hiroshi Shiratsuchi; Hiromu Gotanda; Katsuhiro Inoue; Kousuke Kumamaru

Transactions of the Institute of Systems, Control and Information Engineers | 2002

On Initializations of BP Networks with a Single Hidden Layer and Normalizations of Training Data

Hiroshi Shiratsuchi; Hiromu Gotanda; Katsuhiro Inoue; Kousuke Kumamaru

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Hiromu Gotanda

Kindai University

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Katsuhiro Inoue

Kyushu Institute of Technology

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Kousuke Kumamaru

Kyushu Institute of Technology

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Nobuo Iwasaki

Kyushu Institute of Technology

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Fuminari Nakagawa

Kindai University

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Hayato Sogo

Kindai University

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Hironori Tanaka

Kindai University

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Takaaki Ishibashi

Kyushu Institute of Technology

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Takanori Matsuzaki

Kindai University

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Takeshi Koya

Kindai University

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