Susumu KUROYANAGI


Design of a Compact Sound Localization Device on a Stand-Alone FPGA-Based Platform
Mauricio KUGLER Teemu TOSSAVAINEN Susumu KUROYANAGI Akira IWATA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2016/11/01
Vol. E99-D  No. 11  pp. 2682-2693
Type of Manuscript:  PAPER
Category: Computer System
Keyword: 
sound localizationtime difference of arrivalcompact devicereal-timefield-programmable gate arrays
 Summary | Full Text:PDF(2.6MB)

Real-Time Hardware Implementation of a Sound Recognition System with In-Field Learning
Mauricio KUGLER Teemu TOSSAVAINEN Miku NAKATSU Susumu KUROYANAGI Akira IWATA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2016/07/01
Vol. E99-D  No. 7  pp. 1885-1894
Type of Manuscript:  PAPER
Category: Speech and Hearing
Keyword: 
environmental sound recognitionbinary featuresfield-programmable gate arraysin-field learning
 Summary | Full Text:PDF(5MB)

An Approach for Sound Source Localization by Complex-Valued Neural Network
Hirofumi TSUZUKI Mauricio KUGLER Susumu KUROYANAGI Akira IWATA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2013/10/01
Vol. E96-D  No. 10  pp. 2257-2265
Type of Manuscript:  PAPER
Category: Biocybernetics, Neurocomputing
Keyword: 
sound source directioncomplex-valued neural networksbinaural sound localizationamplitude-phase function
 Summary | Full Text:PDF(2.1MB)

CombNET-III with Nonlinear Gating Network and Its Application in Large-Scale Classification Problems
Mauricio KUGLER Susumu KUROYANAGI Anto Satriyo NUGROHO Akira IWATA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2008/02/01
Vol. E91-D  No. 2  pp. 286-295
Type of Manuscript:  PAPER
Category: Pattern Recognition
Keyword: 
large-scale classification problemssupport vector machinesgating networksdivide-and-conquer
 Summary | Full Text:PDF(532.3KB)

CombNET-III: A Support Vector Machine Based Large Scale Classifier with Probabilistic Framework
Mauricio KUGLER Susumu KUROYANAGI Anto Satriyo NUGROHO Akira IWATA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2006/09/01
Vol. E89-D  No. 9  pp. 2533-2541
Type of Manuscript:  PAPER
Category: Pattern Recognition
Keyword: 
large scale classification problemssupport vector machinesprobabilistic frameworkdivide-and-conquer
 Summary | Full Text:PDF(584.8KB)

A Solution for Imbalanced Training Sets Problem by CombNET-II and Its Application on Fog Forecasting
Anto Satriyo NUGROHO Susumu KUROYANAGI Akira IWATA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2002/07/01
Vol. E85-D  No. 7  pp. 1165-1174
Type of Manuscript:  PAPER
Category: Biocybernetics, Neurocomputing
Keyword: 
neural networkCombNET-IIself-growing algorithmimbalanced training sets problemfog forecasting
 Summary | Full Text:PDF(962.3KB)

A Character-Based Postprocessing System for Handwritten Japanese Address Recognition
Keiji YAMANAKA Susumu KUROYANAGI Akira IWATA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 1999/02/25
Vol. E82-D  No. 2  pp. 468-474
Type of Manuscript:  PAPER
Category: Image Processing,Computer Graphics and Pattern Recognition
Keyword: 
neural networkLexiconhandwritten kanjicharacter recognitionword recognitionpostprocessing
 Summary | Full Text:PDF(232.6KB)

Auditory Pulse Neural Network Model to Extract the Inter-Aural Time and Level Difference for Sound Localization
Susumu KUROYANAGI Akira IWATA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 1994/04/25
Vol. E77-D  No. 4  pp. 466-474
Type of Manuscript:  Special Section PAPER (Special Issue on Neurocomputing)
Category: Audition
Keyword: 
neural networkpulse neuron modelauditory nervous systemsuperior olivessound localization
 Summary | Full Text:PDF(784.4KB)