Hiromi MIYAJIMA


Shift-Invariant Associative Memory Based on Homogeneous Neural Networks
Hiromi MIYAJIMA  Noritaka SHIGEI  Shuji YATSUKI 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2005/10/01
Vol. E88-A  No. 10  pp. 2600-2606
Type of Manuscript: Special Section PAPER (Special Section on Nonlinear Theory and its Applications)
Category: 
Keyword: 
associative memoryshift-invarianthomogeneous neural networksmemory capacity
  Summary |  Full Text:PDF (334KB)

State Sharing Methods in Statistical Fluctuation for Image Restoration
Michiharu MAEDA  Hiromi MIYAJIMA 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2004/09/01
Vol. E87-A  No. 9  pp. 2347-2354
Type of Manuscript: Special Section PAPER (Special Section on Nonlinear Theory and its Applications)
Category: 
Keyword: 
image restorationstatistical physicsBayes inferencebinary imagegray-scale image
  Summary |  Full Text:PDF (1.2MB)

Numerical Evaluation of Incremental Vector Quantization Using Stochastic Relaxation
Noritaka SHIGEI  Hiromi MIYAJIMA  Michiharu MAEDA 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2004/09/01
Vol. E87-A  No. 9  pp. 2364-2371
Type of Manuscript: Special Section PAPER (Special Section on Nonlinear Theory and its Applications)
Category: 
Keyword: 
vector quantizationstochastic relaxationincremental learningK-meansneural-gas
  Summary |  Full Text:PDF (268.9KB)

A Hybrid Learning Approach to Self-Organizing Neural Network for Vector Quantization
Shinya FUKUMOTO  Noritaka SHIGEI  Michiharu MAEDA  Hiromi MIYAJIMA 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2003/09/01
Vol. E86-A  No. 9  pp. 2280-2286
Type of Manuscript: Special Section PAPER (Special Section on Nonlinear Theory and its Applications)
Category: Neuro, Fuzzy, GA
Keyword: 
vector quantizationneural-gas networkKohonen's self-organizing mapK-means methodimage compression
  Summary |  Full Text:PDF (403.3KB)

Construction Method of Fuzzy Inference by Rule Creation
Michiharu MAEDA  Hiromi MIYAJIMA 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2003/06/01
Vol. E86-A  No. 6  pp. 1509-1512
Type of Manuscript: Special Section LETTER (Special Section on Papers Selected from 2002 International Technical Conference on Circuits/Systems, Computers and Communications (ITC-CSCC 2002))
Category: 
Keyword: 
fuzzy modelingconstruction methodgradient descentsimplified fuzzy reasoningantecedent part
  Summary |  Full Text:PDF (494.1KB)

Reconfiguration Classes and an Optimal Reconfiguration Method within a Reconfiguration Class
Noritaka SHIGEI  Hiromi MIYAJIMA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2002/12/01
Vol. E85-D  No. 12  pp. 1909-1917
Type of Manuscript: PAPER
Category: Fault Tolerance
Keyword: 
processor arrayreconfigurationfault tolerantreconfiguration classesinclusion relation
  Summary |  Full Text:PDF (1.2MB)

Adaptation Strength According to Neighborhood Ranking of Self-Organizing Neural Networks
Michiharu MAEDA  Hiromi MIYAJIMA 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2002/09/01
Vol. E85-A  No. 9  pp. 2078-2082
Type of Manuscript: Special Section LETTER (Special Section on Nonlinear Theory and Its Applications)
Category: 
Keyword: 
adaptationself-organizing neural networksneighborhood rankinglearningimage coding
  Summary |  Full Text:PDF (664.6KB)

Fuzzy Modeling in Some Reduction Methods of Inference Rules
Michiharu MAEDA  Hiromi MIYAJIMA 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2001/03/01
Vol. E84-A  No. 3  pp. 820-828
Type of Manuscript: PAPER
Category: Nonlinear Problems
Keyword: 
fuzzy modelingsimplified fuzzy reasoningreduction methodlearninggradient descent
  Summary |  Full Text:PDF (282.6KB)

Competitive Learning Algorithms Founded on Adaptivity and Sensitivity Deletion Methods
Michiharu MAEDA  Hiromi MIYAJIMA 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2000/12/20
Vol. E83-A  No. 12  pp. 2770-2774
Type of Manuscript: LETTER
Category: Neural Networks and Bioengineering
Keyword: 
competitive learningneural networksdeleting mechanismvector quantization
  Summary |  Full Text:PDF (308.2KB)

Embedding Chordal Rings and Pyramids into Mesh-Connected Computers with Multiple Buses
Noritaka SHIGEI  Hiromi MIYAJIMA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2000/02/20
Vol. E83-D  No. 2  pp. 142-150
Type of Manuscript: PAPER
Category: Theory/Models of Computation
Keyword: 
mesh-connected computerglobal busembeddingchordal ringpyramid
  Summary |  Full Text:PDF (820.9KB)

Competitive Learning Methods with Refractory and Creative Approaches
Michiharu MAEDA  Hiromi MIYAJIMA 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 1999/09/20
Vol. E82-A  No. 9  pp. 1825-1833
Type of Manuscript: Special Section PAPER (Special Section on Nonlinear Theory and Its Applications)
Category: 
Keyword: 
competitive learningneural networkrefractory periodcreating mechanismvector quantization
  Summary |  Full Text:PDF (565.7KB)

On the Search for Effective Spare Arrangement of Reconfigurable Processor Arrays Using Genetic Algorithm
Noritaka SHIGEI  Hiromi MIYAJIMA 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 1998/09/20
Vol. E81-A  No. 9  pp. 1898-1901
Type of Manuscript: Special Section LETTER (Special Section on Nonlinear Theory and Its Applications)
Category: Genetic Algorithm
Keyword: 
genetic algorithmprocessor arrayreconfigurationspare arrangement
  Summary |  Full Text:PDF (332.9KB)

Destructive Fuzzy Modeling Using Neural Gas Network
Kazuya KISHIDA  Hiromi MIYAJIMA  Michiharu MAEDA 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 1997/09/20
Vol. E80-A  No. 9  pp. 1578-1584
Type of Manuscript: Special Section PAPER (Special Section on Nonlinear Theory and its Applications)
Category: 
Keyword: 
fuzzy modeldestructive methodneural-gas networkdescent methodvector quantization
  Summary |  Full Text:PDF (476.7KB)

An Investigation of Fuzzy Model Using AIC
Shinya FUKUMOTO  Hiromi MIYAJIMA  Kazuya KISHIDA  Yoji NAGASAWA 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 1997/09/20
Vol. E80-A  No. 9  pp. 1698-1703
Type of Manuscript: PAPER
Category: Information Theory and Coding Theory
Keyword: 
the destructive methodimformation criterionAIC
  Summary |  Full Text:PDF (528.6KB)

Maximum Finding on One-Way Mesh-Connected Computers with Multiple Buses
Noritaka SHIGEI  Hiromi MIYAJIMA  Sadayuki MURASHIMA 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 1997/06/20
Vol. E80-A  No. 6  pp. 1076-1079
Type of Manuscript: Special Section LETTER (Special Section of Papers Selected from 1996 International Technical Conference on Circuits/Systems, Computers and Communications(ITC-CSCC'96))
Category: 
Keyword: 
mesh-connected computermultiple busesmaximum findingone way communication
  Summary |  Full Text:PDF (293.9KB)

On Efficient Spare Arrangements and an Algorithm with Relocating Spares for Reconfiguring Processor Arrays
Noritaka SHIGEI  Hiromi MIYAJIMA  Sadayuki MURASHIMA 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 1997/06/20
Vol. E80-A  No. 6  pp. 988-995
Type of Manuscript: Special Section PAPER (Special Section of Papers Selected from 1996 International Technical Conference on Circuits/Systems, Computers and Communications(ITC-CSCC'96))
Category: 
Keyword: 
processor arrayreconfigurationfabrication yieldspare processorWSI
  Summary |  Full Text:PDF (660.6KB)

An Adaptive Learning and Self-Deleting Neural Network for Vector Quantization
Michiharu MAEDA  Hiromi MIYAJIMA  Sadayuki MURASHIMA 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 1996/11/20
Vol. E79-A  No. 11  pp. 1886-1893
Type of Manuscript: PAPER
Category: Nonlinear Problems
Keyword: 
self-organizing neural networksadaptive learningdeleting algorithmvector quantizationmean square error
  Summary |  Full Text:PDF (1.1MB)

Some Characteristics of Higher Order Neural Networks with Decreasing Energy Functions
Hiromi MIYAJIMA  Shuji YATSUKI  Michiharu MAEDA 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 1996/10/20
Vol. E79-A  No. 10  pp. 1624-1629
Type of Manuscript: Special Section PAPER (Special Section on Nonlinear Theory and its Applications (NOLTA))
Category: Neural Nets and Human Being
Keyword: 
higher order neural networksdecreasing energy functionssymmetric neural networksparallel networks
  Summary |  Full Text:PDF (452.7KB)

On Methods for Reconfiguring Processor Arrays
Noritaka SHIGEI  Hiromi MIYAJIMA  Takayuki ISHIZAKA  Sadayuki MURASHIMA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 1996/08/20
Vol. E79-D  No. 8  pp. 1139-1146
Type of Manuscript: Special Section PAPER (Special Issue on Architectures, Algorithms and Networks for Massively Parallel Computing)
Category: Interconnection Networks
Keyword: 
processor arrayreconfigurationfabrication yieldspare processorWSI
  Summary |  Full Text:PDF (717.2KB)

Constructive, Destructive and Simplified Learning Methods of Fuzzy Inference
Hiromi MIYAJIMA  Kazuya KISHIDA  Shinya FUKUMOTO 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 1995/10/20
Vol. E78-A  No. 10  pp. 1331-1338
Type of Manuscript: Special Section PAPER (Special Section on Nonlinear Theory and Its Applications)
Category: 
Keyword: 
constructive methoddestructive methodfuzzy inferencesimplified learning methodself-tuning
  Summary |  Full Text:PDF (533.5KB)

An Auto-Correlation Associative Memory which Has an Energy Function of Higher Order
Sadayuki MURASHIMA  Takayasu FUCHIDA  Toshihiro IDA  Takayuki TOYOHIRA  Hiromi MIYAJIMA 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 1995/03/20
Vol. E78-A  No. 3  pp. 424-430
Type of Manuscript: PAPER
Category: Neural Networks
Keyword: 
auto-correlationassociative memoryenergy functionhigher order
  Summary |  Full Text:PDF (515.6KB)

On Some Dynamical Properties of Threshold and Homogeneous Networks
Hiromi MIYAJIMA  Shuji YATSUKI  Noritaka SHIGEI  Sadayuki MURASHIMA 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 1994/11/20
Vol. E77-A  No. 11  pp. 1823-1830
Type of Manuscript: Special Section PAPER (Special Section on Nonlinear Theory and Its Applications)
Category: Neural Network and Its Applications
Keyword: 
homogeneous networksthreshold networksdynamicsperiodic sequencestransient sequences
  Summary |  Full Text:PDF (589.9KB)