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Affiliation Department |
Department of Computer Science
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Title |
Associate Professor |
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External Link |
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KUROYANAGI Susumu
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Degree
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Master (Engineering) ( Nagoya Institute of Technology )
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Doctor (Engineering) ( Nagoya Institute of Technology )
Research Areas
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Informatics / Perceptual information processing
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Informatics / Kansei informatics
From School
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Nagoya Institute of Technology Faculty of Engineering Graduated
- 1991.03
Country：Japan
From Graduate School
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Nagoya Institute of Technology Graduate School, Division of Engineering Doctor's Course Completed
- 1996.03
Country：Japan
Research Career
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Study on the Artificial Neural Network Models for the temporal information processing
(not selected)
Project Year：
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Study on Auditory Nervous Model
(not selected)
Project Year：
Papers
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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
Language：Japanese Publishing type：Research paper (scientific journal) Publisher：The Institute of Electronics, Information and Communication Engineers
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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
Language：English Publishing type：Research paper (scientific journal)
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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
Language：English Publishing type：Research paper (scientific journal)
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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
Language：English Publishing type：Research paper (scientific journal)
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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
Language：English Publishing type：Research paper (international conference proceedings)
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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
Language：English Publishing type：Research paper (international conference proceedings)
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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
Language：English Publishing type：Research paper (international conference proceedings)
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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
Language：English Publishing type：Research paper (other academic)
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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
Language：English Publishing type：Research paper (other academic)
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車載用安全運転支援装置のためのパルスニューロンモデルによる音源接近検出及び音源種類識別システム Reviewed
岩佐 要, 藤角 岳史, マウリシオ クグレ, 黒柳 奨, 岩田 彰, 段野 幹男, 宮治 正廣
電子情報通信学会論文誌(D) J91-D ( 4 ) 1130 - 1141 2008.04
Language：Japanese Publishing type：Research paper (scientific journal)
Books and Other Publications
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「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
Language：jpn
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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
Language：jpn
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「超五感センサの開発最前線」
-（ Role： Joint author）
NTS 2005.04
Language：jpn
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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
Language：jpn
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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
Language：jpn
Presentations
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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
Event date： 2022.03
Language：Japanese Presentation type：Oral presentation (general)
Venue：オンライン
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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
Event date： 2022.03
Language：Japanese Presentation type：Oral presentation (general)
Venue：オンライン
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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
Event date： 2022.03
Language：Japanese Presentation type：Oral presentation (general)
Venue：オンライン
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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
Event date： 2022.03
Language：Japanese Presentation type：Oral presentation (general)
Venue：オンライン
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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
Event date： 2022.03
Language：Japanese Presentation type：Oral presentation (general)
Venue：オンライン
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Kaya Teramoto, KUROYANAGI Susumu
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.
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Naoki Suzuki, KUROYANAGI Susumu
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.
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Kota Ohno, KUROYANAGI Susumu
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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An Estimated Intersections Reduction Method for Percussion Source Separation Based on the U-Net
Daisuke Tanaka, KUROYANAGI Susumu
Event date： 2021.03
Language：Japanese Presentation type：Oral presentation (general)
In the music information processing using drum information, the sound source separation is pre-processed to separate only drums from the music. The U-Net based sound source separation method has the highest separation accuracy among the conventional separation methods. However, it has a problem that the excess component tends to be generated at the intersection of the instruments, and the problem is critical in the drum separation where there are many intersections. In this report, in order to solve this problem by removing the excess components, we propose a method of separating the harmonic instrument sound at the intersections from the music and subtracting them from the drum separation result, and show the effectiveness of the method.
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A Piano Voicing Generation Method Based on the User's Preference Using Interactive Genetic Algorithm
KAZAOKA Hiroki, KUROYANAGI Susumu
Event date： 2020.03
Language：Japanese Presentation type：Oral presentation (general)
Industrial Property Rights
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An Ear Cover for Hearing Aid
Susumu KUROYANAGI, MIZOBUCHI, Toshio WATANABE
Application no：2014-012245 Date applied：2014.01
Announcement no：5962682 Date announced：2016.07
Country of applicant：Domestic Country of acquisition：Domestic
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複数音識別装置
岩田彰,黒柳奨,岩佐要,山田美穂
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
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音源定位装置
岩田彰,黒柳奨,岩佐要
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
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音源定位・同定装置
岩田彰,黒柳奨
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
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音学習装置
岩田彰, 黒柳奨
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
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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
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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
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時間差検出器
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Application no：特開 2007-164027
Country of applicant：Domestic Country of acquisition：Domestic
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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
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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
Other research activities
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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
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創発型ソフトコンピュータの開発プロジェクト
2001.04
Awards
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Best APNNA Paper Award
2008.04
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Fog Forecast Contest
1999.04
Country：Japan
Teaching Experience
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コンピュータアーキテクチャⅡ
2018.04 Institution：Nagoya Institute of Technology
Level：Undergraduate (specialized)
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メディアセンシング
2018.04 Institution：Nagoya Institute of Technology
Level：Undergraduate (specialized)
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信号処理特論I
2017.04 Institution：Nagoya Institute of Technology
Level：Postgraduate
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感性情報処理
2016.04 - 2017.09 Institution：Nagoya Institute of Technology
Level：Undergraduate (specialized)
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情報社会論
2014.04 - 2015.09 Institution：Nagoya Institute of Technology
Level：Undergraduate (specialized)
Committee Memberships
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日本神経回路学会 総務理事
2012.03 - 2016.03
Committee type：Academic society
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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
Committee type：Academic society
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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
Committee type：Academic society
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日本生体医工学会 東海支部幹事
2006.04 - 2013.03
Committee type：Academic society
Social Activities
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出張講義
Role(s)： Lecturer
愛知県立横須賀高校 2022.10
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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
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出張講義
Role(s)： Lecturer
福井県立藤島高等学校 2015.11
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出張講義
Role(s)： Lecturer
愛知県立一宮興道高校 2013.09
Media Coverage
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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
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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