Keyword : self-organizing map


Off-Chip Training with Additive Perturbation for FPGA-Based Hand Sign Recognition System
Hiroomi HIKAWA Masayuki TAMAKI Hidetaka ITO 
Publication:   
Publication Date: 2018/02/01
Vol. E101-A  No. 2 ; pp. 499-506
Type of Manuscript:  PAPER
Category: Neural Networks and Bioengineering
Keyword: 
hand sign recognitionself-organizing maphardwareoff-chip learningperturbation
 Summary | Full Text:PDF(2.7MB)

A New Clustering Validity Index for Cluster Analysis Based on a Two-Level SOM
Shu-Ling SHIEH I-En LIAO 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2009/09/01
Vol. E92-D  No. 9 ; pp. 1668-1674
Type of Manuscript:  PAPER
Category: Data Mining
Keyword: 
self-organizing mapclusteringclustering validity index
 Summary | Full Text:PDF(245KB)

RBFSOM: An Efficient Algorithm for Large-Scale Multi-System Learning
Takashi OHKUBO Kazuhiro TOKUNAGA Tetsuo FURUKAWA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2009/07/01
Vol. E92-D  No. 7 ; pp. 1388-1396
Type of Manuscript:  Special Section PAPER (Special Section on Large Scale Algorithms for Learning and Optimization)
Category: 
Keyword: 
self-organizing mapSOMmodular network SOMmnSOMSOM of SOMs
 Summary | Full Text:PDF(1.2MB)

Hodgkin-Huxley Model-Based Analysis of Electric-Field Effect on Nerve Cell Using Self-Organizing Map
Masao MASUGI Kazuo MURAKAWA 
Publication:   IEICE TRANSACTIONS on Communications
Publication Date: 2009/06/01
Vol. E92-B  No. 6 ; pp. 2182-2192
Type of Manuscript:  PAPER
Category: Electromagnetic Compatibility(EMC)
Keyword: 
electromagnetic fieldHodgkin-Huxley modelKS-entropynerve cellself-organizing map
 Summary | Full Text:PDF(1.4MB)

An Efficient Initialization Scheme for SOM Algorithm Based on Reference Point and Filters
Shu-Ling SHIEH I-En LIAO Kuo-Feng HWANG Heng-Yu CHEN 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2009/03/01
Vol. E92-D  No. 3 ; pp. 422-432
Type of Manuscript:  PAPER
Category: Data Mining
Keyword: 
clustering methodsself-organizing mapunsupervised learningreference pointfilters
 Summary | Full Text:PDF(659KB)

Link of Data Synchronization to Self-Organizing Map Algorithm
Takaya MIYANO Takako TSUTSUI 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2009/01/01
Vol. E92-A  No. 1 ; pp. 263-269
Type of Manuscript:  PAPER
Category: Nonlinear Problems
Keyword: 
collective synchronizationdata miningself-organizing map
 Summary | Full Text:PDF(231.3KB)

Research on the Road Network Extraction from Satellite Imagery
Lili YUN Keiichi UCHIMURA 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2008/01/01
Vol. E91-A  No. 1 ; pp. 433-436
Type of Manuscript:  LETTER
Category: Intelligent Transport System
Keyword: 
high-resolution satellite imageryroad network extractionself-organizing maproad trackingGIS
 Summary | Full Text:PDF(304.8KB)

Self-Organizing Map Based Data Detection of Hematopoietic Tumors
Akitsugu OHTSUKA Hirotsugu TANII Naotake KAMIURA Teijiro ISOKAWA Nobuyuki MATSUI 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2007/06/01
Vol. E90-A  No. 6 ; pp. 1170-1179
Type of Manuscript:  PAPER
Category: Nonlinear Problems
Keyword: 
hematopoietic tumorself-organizing mapimmune algorithmgenetic algorithm
 Summary | Full Text:PDF(592KB)

Binary Self-Organizing Map with Modified Updating Rule and Its Application to Reproduction of Genetic Algorithm
Ryosuke KUBOTA Keiichi HORIO Takeshi YAMAKAWA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2007/01/01
Vol. E90-D  No. 1 ; pp. 382-383
Type of Manuscript:  LETTER
Category: Biocybernetics, Neurocomputing
Keyword: 
genetic algorithmself-organizing mapreproductionupdating rule
 Summary | Full Text:PDF(91.9KB)

Self-Organizing Map Based on Block Learning
Akitsugu OHTSUKA Naotake KAMIURA Teijiro ISOKAWA Nobuyuki MATSUI 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2005/11/01
Vol. E88-A  No. 11 ; pp. 3151-3160
Type of Manuscript:  PAPER
Category: Nonlinear Problems
Keyword: 
block-based learningself-organizing mapnonstationary environmentsincremental learning
 Summary | Full Text:PDF(1.3MB)

Pruning Rule for kMER-Based Acquisition of the Global Topographic Feature Map
Eiji UCHINO Noriaki SUETAKE Chuhei ISHIGAKI 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2005/03/01
Vol. E88-D  No. 3 ; pp. 675-678
Type of Manuscript:  LETTER
Category: Biocybernetics, Neurocomputing
Keyword: 
self-organizing mapkernel-based topographic mapkMERpruning rule
 Summary | Full Text:PDF(703.9KB)

Fast Learning Algorithms for Self-Organizing Map Employing Rough Comparison WTA and its Digital Hardware Implementation
Hakaru TAMUKOH Keiichi HORIO Takeshi YAMAKAWA 
Publication:   IEICE TRANSACTIONS on Electronics
Publication Date: 2004/11/01
Vol. E87-C  No. 11 ; pp. 1787-1794
Type of Manuscript:  Special Section PAPER (Special Section on New System Paradigms for Integrated Electronics)
Category: 
Keyword: 
self-organizing mapfast learning algorithmrough comparison winner-take-allhardware architecture
 Summary | Full Text:PDF(708.9KB)

A Novel Neural Detector Based on Self-Organizing Map for Frequency-Selective Rayleigh Fading Channel
Xiaoqiu WANG Hua LIN Jianming LU Takashi YAHAGI 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2004/08/01
Vol. E87-A  No. 8 ; pp. 2084-2091
Type of Manuscript:  PAPER
Category: Digital Signal Processing
Keyword: 
self-organizing mapfrequency-selective fadingadaptive equalizationrecursive least-squares
 Summary | Full Text:PDF(971KB)

A Compensating Method Based on SOM for Nonlinear Distortion in 16-QAM-OFDM System
Xiaoqiu WANG Hua LIN Jianming LU Hiroo SEKIYA Takashi YAHAGI 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2004/06/01
Vol. E87-A  No. 6 ; pp. 1641-1644
Type of Manuscript:  LETTER
Category: Nonlinear Problems
Keyword: 
OFDMself-organizing mapnonlinear distortion
 Summary | Full Text:PDF(141.9KB)

Analysis of a Neural Detector Based on Self-Organizing Map in a 16 QAM System
Hua LIN Xiaoqiu WANG Jianming LU Takashi YAHAGI 
Publication:   IEICE TRANSACTIONS on Communications
Publication Date: 2001/09/01
Vol. E84-B  No. 9 ; pp. 2628-2634
Type of Manuscript:  PAPER
Category: Communication Devices/Circuits
Keyword: 
self-organizing mapadaptive equalizerQAM systemnonlinear distortionLMS equalizer
 Summary | Full Text:PDF(448.4KB)

Detection of Nonlinearly Distorted M-ary QAM Signals Using Self-Organizing Map
Xiaoqiu WANG Hua LIN Jianming LU Takashi YAHAGI 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2001/08/01
Vol. E84-A  No. 8 ; pp. 1969-1976
Type of Manuscript:  Special Section PAPER (Special Section on Digital Signal Processing)
Category: Applications of Signal Processing
Keyword: 
self-organizing mapwinning neurondecision feedback equalizationquadrature amplitude modulation
 Summary | Full Text:PDF(751.6KB)

A Topology Preserving Neural Network for Nonstationary Distributions
Taira NAKAJIMA Hiroyuki TAKIZAWA Hiroaki KOBAYASHI Tadao NAKAMURA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 1999/07/25
Vol. E82-D  No. 7 ; pp. 1131-1135
Type of Manuscript:  LETTER
Category: Bio-Cybernetics and Neurocomputing
Keyword: 
competitive Hebbian learning rulelaw of the jungle mechanismneural networknonstationary probability distributionself-organizing map
 Summary | Full Text:PDF(209.4KB)