Faculty Profiles - SHIGEI Noritaka

Papers - SHIGEI Noritaka

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Ryo Fukuoka, Noritaka Shigei, Hirofumi Miyajima, Yoshihiro Nakamura, Hiromi Miyajima . Self-driving model car acquiring three-point turn motion by using improved LSTM model . Artificial Life and Robotics26 ( 4 ) 423 - 431 2021.11Reviewed International journal

Hirofumi Miyajima, Noritaka Shigei, Hiromi Miyajima, Norio Shiratori . Securely Distributed Computation with Divided Data for Particle Swarm Optimization . Proceedings of The International MultiConference of Engineers and Computer Scientists 2021 1 - 6 2021.10Reviewed

Hirofumi Miyajima, Noritaka Shigei, Hiromi Miyajima, Norio Shiratori . Federated Learning with Divided Data for BP . Proceedings of The International MultiConference of Engineers and Computer Scientists 2021 94 - 99 2021.10Reviewed

森山愛希,重井徳貴 . 地盤強度推定のためのニューラルネットワークモデルの最適化に関するー検討 . 電子情報通信学会九州支部学生会講演会論文集 1 - 1 2021.9

肥後佳季,重井徳貴 . セキュアマルチパーティ計算による誤差逆伝播法の高速化と精度改善の一検討 . 電子情報通信学会九州支部学生会講演会論文集 1 - 1 2021.9

山中謙志郎, 重井徳貴 . 顔の向きを考慮したテンプレートを用いた姿勢変動に頑健な個人識別法 . 電子情報通信学会九州支部学生会講演会論文集 1 - 1 2021.9

千々和航, 重井徳貴, 宮島廣美 . サーモグラフィー画像と深層学習を用いた非接触インターフェースに関する検討 . 電気・情報関係学会九州支部連合大会講演論文集 312 - 312 2021.9

Hirofumi Miyajima, Noritaka Shigei, Hiromi Miyajima, Norio Shiratori . The generalized BP learning with divided data . Proceedings of the Fuzzy System Symposium37 196 - 201 2021.9

Kazuya Arimura, Noritaka Shigei, Chihiro Morita, Yoichi Ishizuka, Hiromi Miyajima . Appearance evaluation of rust on weathering steel by multiple CNN discriminatorusing multiple patch images . Proceedings of the Fuzzy System Symposium37 694 - 698 2021.9

Miyajima Hirofumi, Shigei Noritaka, Miyajima Hiromi, Shiratori Norio . Simplified security learning using vertically partitioned data with IoT . Nonlinear Theory and Its Applications, IEICE12 ( 3 ) 412 - 423 2021.7Reviewed

松本光介, 石塚洋一, 重井徳貴, 古賀誉大 . ディープラーニングによるダブルパルステスト評価画像解析を用いたパワーデバイスの特性評価方法の基礎検討 . 電子情報通信学会技術研究報告, 電子通信エネルギー技術121 ( 40 ) 1 - 6 2021.5

Hirofumi Miyajima, Noritaka Shigei, Hiromi Miyajima, Norio Shiratori . Learning algorithms for vector quantization using vertically partitioned data with IoT . Artificial Life and Robotics26 ( 3 ) 283 - 290 2021.4Reviewed International journal

Kei HIRASHIMA, Noritaka SHIGEI, Satoshi SUGIMOTO, Yoichi ISHIZUKA, Hiromi MIYAJIMA . Semi-Supervised Learning of CNN for Land-Use Classification from Aerial Photograph . Journal of Japan Society for Fuzzy Theory and Intelligent Informatics33 ( 1 ) 520 - 524 2021.2Reviewed

Ryo Fukuoka, Noritaka Shigei, Yoshihiro Nakamura, Hiromi Miyajima . CNN and LSTM models for acquiring stop and turn motion of self-driving model car . 258 - 263 2021.1Reviewed

宮島洋文, 重井徳貴, 宮島廣美, 白鳥則郎 . セキュアマルチパーティ計算によるエッジシステム上のBP学習法の提案 . 研究報告マルチメディア通信と分散処理（DPS）2020DPS185 ( 13 ) 1 - 7 2020.12

Teramura Masahiro, Shigei Noritaka, Shimoo Kosei . Fast Detection of Center of Gravity Position Using Neural Comparator Circuit Based on Artificial Neuron . IEEJ Transactions on Sensors and Micromachines140 ( 12 ) 336 - 342 2020.12Reviewed

Language：Japanese Publishing type：Research paper (scientific journal) Publisher：The Institute of Electrical Engineers of Japan

<p>This paper proposes a method to detect the center of gravity position of an object in a short time. The method may be used for real-time detection of the center of gravity position for a walking robot, a running vehicle, etc. The detection circuit employs some neural comparators based on the behavior of information processing of a biological neuron. The circuit calculates the ratio of the two signals generated from load cell sensors, and detects the center of the gravity position between the load cell sensors located at the both end of a beam. The detection error of the location is within about 3% at full-scale ratio form the circuit experiments. The detection time is about 200ns from the input signal of sensors until the output of the detection signal on average. A parallel processing circuit using a layer of neural comparators enables fast detection.</p>

DOI： 10.1541/ieejsmas.140.336

Scopus

CiNii Research

内山拓哉, 重井徳貴, 杉本知史, 石塚洋一, 宮島廣美 . 斜面モニタリングにおけるニューラルネットワークを用いた傾斜角度の推定 . 日本知能情報ファジィ学会九州支部学術講演会予稿集 16 - 20 2020.11

佐藤誠也, 重井徳貴 . 単語の条件付き確率を用いた文選択による宿泊施設のレビュー文の分類 . 日本知能情報ファジィ学会九州支部学術講演会予稿集 16 - 20 2020.11

有村和也, 重井徳貴, 森田千尋, 石塚洋一, 宮島廣美 . 複数のパッチ画像を用いたCNN による耐候性鋼材のさびの外観評価 . 日本知能情報ファジィ学会九州支部学術講演会予稿集 21 - 25 2020.11

Hirofumi Miyajima, Noritaka Shigei, Hiromi Miyajima . Fuzzy Modeling using Vector Quantization and Local Linear Mapping . IAENG International Journal of Computer Science47 ( 4 ) 1 - 8 2020.11Reviewed International journal

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Papers - SHIGEI Noritaka