KUROYANAGI Susumu

写真a

Affiliation Department

Department of Computer Science
Department of Computer Science

Title

Associate Professor

External Link

Degree

  • Master (Engineering) ( Nagoya Institute of Technology )

  • Doctor (Engineering) ( Nagoya Institute of Technology )

Research Areas

  • Informatics / Perceptual information processing

  • Informatics / Kansei informatics

From School

  • Nagoya Institute of Technology   Faculty of Engineering   Graduated

    - 1991.03

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    Country:Japan

From Graduate School

  • Nagoya Institute of Technology   Graduate School, Division of Engineering   Doctor's Course   Completed

    - 1996.03

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    Country:Japan

 

Research Career

  • Study on the Artificial Neural Network Models for the temporal information processing

    (not selected)  

    Project Year:

  • Study on Auditory Nervous Model

    (not selected)  

    Project Year:

Papers

  • A Supervised Learning Rule of the Pulsed Neuron Model for Identification of Signal Arrival Order Reviewed

    Yuka SHIMOMURA and Susumu KUROYANAGI

    The IEICE Trans. of Information and Systems   J102-D ( 5 )   390 - 398   2019.05

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    Language:Japanese   Publishing type:Research paper (scientific journal)   Publisher:The Institute of Electronics, Information and Communication Engineers  

  • A. Design of a compact sound localization device on a stand-alone FPGA-based platform Reviewed

    KUGLER, M., TOSSAVAINEN, T., KUROYANAGI S., IWATA A.

    IEICE Transactions on Information & Systems   E99-D ( 11 )   2682 - 2693   2016.11

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    Language:English   Publishing type:Research paper (scientific journal)  

  • Real-time hardware implementation of a sound recognition system with in-field learning Reviewed

    Kugler M, Tossavainen T, Nakatsu M, Kuroyanagi S., Iwata A

    IEICE Transactions on Information & Systems   E99-D ( 9 )   1885 - 1894   2016.07

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    Language:English   Publishing type:Research paper (scientific journal)  

  • An Approach for Sound Source localization by Complex-Valued Neural Network Reviewed

    Hirofumi TSUZUKI, Mauricio KUGLER, Susumu KUROYANAGI, Akira IWATA

    IEICE Transactions of Information and System   E90-D ( 10 )   2257 - 2265   2013.10

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    Language:English   Publishing type:Research paper (scientific journal)  

  • A Novel Approach for Hardware Based Sound Approaching Detection Reviewed

    TSUZUKI, H., KUGLER, M., KUROYANAGI, S., IWATA, A

    Proceedings of the 17th International Conference on Neural Information Processing   LNCS 6444 ( 2 )   407 - 414   2010.11

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    Language:English   Publishing type:Research paper (international conference proceedings)  

  • A Multiple Sound Source Recognition System Using Pulsed Neuron Model with Short Term Synaptic Depression Reviewed

    IWASA, K., KUGLER, M., KUROYANAGI, S., IWATA, A

    Proceedings of the 17th International Conference on Neural Information Processing   LNCS 6443 ( 1 )   74 - 81   2010.11

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    Language:English   Publishing type:Research paper (international conference proceedings)  

  • A Novel Approach for Hardware Based Sound Localization Reviewed

    KUGLER, M., HISHIDA, T., KUROYANAGI, S., IWATA, A

    Proceedings of the International Conference on Artificial Neural Networks   LNCS 6352 ( 2 )   490 - 499   2010.09

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    Language:English   Publishing type:Research paper (international conference proceedings)  

  • CombNET-III with nonlinear gating network and its application in large-scale classification problems, Reviewed

    Mauricio Kugler, Susumu Kuroyanagi, Anto Satriyo Nugroho and Akira Iwata

    IEICE Transactions on Information & Systems   E91-D ( 2 )   286 - 295   2008.04

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    Language:English   Publishing type:Research paper (scientific journal)  

  • A Novel Approach for Hardware Based Sound Classification Reviewed

    Mauricio Kugler, Victor Alberto Parcianello Benso, Susumu Kuroyanagi, Akira Iwata

    15th International Conference on Neural Information Processing ICONIP2008   2008.04

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    Language:English   Publishing type:Research paper (other academic)  

  • A Back-Propagation Training Method for Multilayer Pulsed Neural Networks using Principle of Duality Reviewed

    Kaname Iwasa, Mauricio Kugler, Susumu Kuroyanagi, Akira Iwata

    15th International Conference on Neural Information Processing ICONIP2008   2008.04

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    Language:English   Publishing type:Research paper (other academic)  

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Books and Other Publications

  • 「ディジタルシグナルプロセッシング」

    -( Role: Joint author)

    コロナ社  2008.04 

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    Language:jpn  

  • パルスニューロンモデルのハードウェア実装と聴覚情報処理への応用

    -( Role: Joint author)

    日本神経回路学会誌  2008.04 

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    Language:jpn  

  • 「超五感センサの開発最前線」

    -( Role: Joint author)

    NTS  2005.04 

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    Language:jpn  

  • 日本気象学会気象研究ノート 203号

    -( Role: Joint author)

    日本気象学会  2002.04 

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    Language:jpn  

  • 心の科学と哲学 コネクショニズムの可能性

    -( Role: Joint author)

    昭和堂 

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    Language:jpn  

Presentations

  • 条件付きVAEによる印象情報を反映した音色合成手法 ~ 印象による条件付けと音波形の生成 ~

    渡邉健, 黒柳奨

    電子情報通信学会NC研究会  2023.03  電子情報通信学会

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    Event date: 2023.03

    Language:Japanese   Presentation type:Oral presentation (general)  

    Venue:電気通信大学  

  • 移動音像を用いたトランスオーラル再生における音像定位精度の向上に関する研究

    江崎泰生, 黒柳奨

    電子情報通信学会MBE研究会  2023.03  電子情報通信学会

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    Event date: 2023.03

    Language:Japanese   Presentation type:Oral presentation (general)  

    Venue:電気通信大学  

  • SVMによる防犯システムのためのガラス破砕音検出法

    真嵜悠平, 黒柳奨

    電子情報通信学会NC研究会  2022.03  電子情報通信学会

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    Event date: 2022.03

    Language:Japanese   Presentation type:Oral presentation (general)  

    Venue:オンライン  

  • ノッチ周波数の補正による正中面頭部伝達関数の個人化に関する研究

    加藤小也香, 黒柳奨

    電子情報通信学会MBE研究会  2022.03  電子情報通信学会

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    Event date: 2022.03

    Language:Japanese   Presentation type:Oral presentation (general)  

    Venue:オンライン  

  • 対話型遺伝的アルゴリズムを用いた擬音語に基づくFM音の生成手法

    土田淳也, 黒柳奨

    電子情報通信学会NC研究会  2022.03  電子情報通信学会

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    Event date: 2022.03

    Language:Japanese   Presentation type:Oral presentation (general)  

    Venue:オンライン  

  • オートエンコーダとしてのDeep U-Netを用いた圧縮音源欠落情報推定法の検討

    平居和真, 黒柳奨

    電子情報通信学会NC研究会  2022.03  電子情報通信学会

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    Event date: 2022.03

    Language:Japanese   Presentation type:Oral presentation (general)  

    Venue:オンライン  

  • Spotify Audio Featuresを利用した機械学習による国内ポピュラー音楽のヒット曲分類に関する研究

    北村健悟, 黒柳奨

    電子情報通信学会NC研究会  2022.03  電子情報通信学会

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    Event date: 2022.03

    Language:Japanese   Presentation type:Oral presentation (general)  

    Venue:オンライン  

  • A Study on Feature Extraction of signal arrival order using unsupervised learning of the pulsed neuron model

    Kaya Teramoto, KUROYANAGI Susumu

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    Event date: 2021.03

    Language:Japanese   Presentation type:Oral presentation (general)  

    For time series information processing using pulsed neuron models, a supervised learning rule is proposed that enables clustering based on the ordinal relation of input pulses by simultaneously learning of the connection weights and delays of the pulse neuron model. However, clustering by supervised learning rule does not extract features inherent in the data. In this paper, We apply this learning rule to unsupervised learning to verify whether it is possible to perform clustering that captures the temporal characteristics of the arrival order relation of pulses.

  • A method for reducing discomfort using beat tones for unpleasant sounds caused by high frequency pure tone

    Naoki Suzuki, KUROYANAGI Susumu

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    Event date: 2021.03

    Language:Japanese   Presentation type:Oral presentation (general)  

    In investigating musical compositions that have elements people made uncomfortable, we considered that one of the characteristics of discomfort is that they have a persistently loud and high-frequency pure tone component. A piece of music with this pure tone component causes people to feel uncomfortable, and as a result, its composer suffers the loss of the opportunity to have his music heard for their music. During the investigation, it was found that the music with similar characteristics but which is not significantly unpleasant has a beat to the corresponding pure tone component. In this study, we focused on the pure tone component to verify the effect of reducing discomfort, by adding a high-frequency pure tone component with a slightly different frequency.

  • The Relation Between Auditory Frequency Resolutions and Noise Intensity in Stochastic Resonance States

    Kota Ohno, KUROYANAGI Susumu

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    Event date: 2021.03

    Language:Japanese   Presentation type:Oral presentation (general)  

    In general, noise is known to have a negative effect on signals. However, in certain systems, a phenomenon called stochastic resonance can occur, and noise can have a positive effect on the signal to improve its performance. The occurrence of stochastic resonance has been reported in many nonlinear systems with thresholds, such as sensory organs. Similarly, stochastic resonance should occur in human hearing, resulting in improving auditory function. In hearing, stochastic resonance is thought to occur in hair cells that have a threshold system, of which outer hair cells contribute greatly to the auditory frequency resolution. In this study, we focused on the auditory frequency resolution and confirmed the effect of stochastic resonance.

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Industrial Property Rights

  • An Ear Cover for Hearing Aid

    Susumu KUROYANAGI, MIZOBUCHI, Toshio WATANABE

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    Application no:2014-012245  Date applied:2014.01

    Announcement no:5962682  Date announced:2016.07

    Country of applicant:Domestic   Country of acquisition:Domestic

  • 複数音識別装置

    岩田彰,黒柳奨,岩佐要,山田美穂

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    Application no:特願2008-73429  Date applied:2008.05

    Patent/Registration no:5190840  Date registered:2013.02  Date issued:2013.02

    Country of applicant:Domestic   Country of acquisition:Domestic

  • 音源定位装置

    岩田彰,黒柳奨,岩佐要

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    Application no:特願2007-283742  Date applied:2007.10

    Patent/Registration no:4958172  Date registered:2012.03  Date issued:2012.03

    Country of applicant:Domestic   Country of acquisition:Domestic

  • 音源定位・同定装置

    岩田彰,黒柳奨

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    Application no:特願2006-260853  Date applied:2006.09

    Patent/Registration no:4982743  Date registered:2012.05  Date issued:2012.05

    Country of applicant:Domestic   Country of acquisition:Domestic

  • 音学習装置

    岩田彰, 黒柳奨

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    Application no:特願2006-252798  Date applied:2006.09

    Patent/Registration no:4972739  Date registered:2012.04  Date issued:2012.04

    Country of applicant:Domestic   Country of acquisition:Domestic

  • 音源接近検知装置及びパルスニューラルネットワーク演算装置

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    Application no:特開2008-299677 

    Country of applicant:Domestic   Country of acquisition:Domestic

  • ニューラルネットワーク演算装置及び方法

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    Application no:特開2001‐184328 

    Country of applicant:Domestic   Country of acquisition:Domestic

  • 時間差検出器

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    Application no:特開 2007-164027 

    Country of applicant:Domestic   Country of acquisition:Domestic

  • ニューラルネットワーク演算方法及び装置

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    Application no:特開2001‐216285 

    Country of applicant:Domestic   Country of acquisition:Domestic

  • C型肝炎の病態判別システム

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    Application no:特開2006-153582 

    Country of applicant:Domestic   Country of acquisition:Domestic

Works

  • 補聴耳カバー「私のミミ」

    黒柳奨,株式会社中部デザイン研究所,株式会社テクノ・マイス

    2016

Other research activities

  • 岐阜県知的クラスター創生事業「ロボティック先端医療クラスター」

    2008.04

  • 創発型ソフトコンピュータの開発プロジェクト

    2001.04

Awards

  • Best APNNA Paper Award

    2008.04  

  • Fog Forecast Contest

    1999.04  

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    Country:Japan

 

Teaching Experience

  • コンピュータアーキテクチャⅡ

    2018.04 Institution:Nagoya Institute of Technology

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    Level:Undergraduate (specialized) 

  • メディアセンシング

    2018.04 Institution:Nagoya Institute of Technology

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    Level:Undergraduate (specialized) 

  • 信号処理特論I

    2017.04 Institution:Nagoya Institute of Technology

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    Level:Postgraduate 

  • 感性情報処理

    2016.04 - 2017.09 Institution:Nagoya Institute of Technology

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    Level:Undergraduate (specialized) 

  • 情報社会論

    2014.04 - 2015.09 Institution:Nagoya Institute of Technology

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    Level:Undergraduate (specialized) 

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Committee Memberships

  • 日本神経回路学会   総務理事  

    2012.03 - 2016.03   

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    Committee type:Academic society

  • 日本神経回路学会   第22回神経回路学会全国大会庶務・会計  

    2011.03 - 2013.03   

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    Committee type:Academic society

  • 日本神経回路学会   第22回神経回路学会全国大会事務局  

    2011.03 - 2013.03   

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    Committee type:Academic society

  • 日本生体医工学会   東海支部幹事  

    2006.04 - 2013.03   

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    Committee type:Academic society

Social Activities

  • 出張講義

    Role(s): Lecturer

    愛知県立横須賀高校  2022.10

  • 名古屋大学知能システム特論(年1回1コマ担当)

    Role(s): Lecturer

    名古屋大学  2020.06

  • 出張講義

    Role(s): Lecturer

    福井県立藤島高等学校  2015.11

  • 出張講義

    Role(s): Lecturer

    愛知県立一宮興道高校  2013.09

Media Coverage

  • NHKほっとイブニングにて「補聴耳カバー」の紹介 TV or radio program

    NHK  ほっとイブニング  2017

  • 中日新聞「街角トレンド」で補聴耳カバー紹介 Newspaper, magazine

    中日新聞  中日新聞  街角トレンド  2015.11