Keyword : neural networks


Advanced Ensemble Adversarial Example on Unknown Deep Neural Network Classifiers
Hyun KWON Yongchul KIM Ki-Woong PARK Hyunsoo YOON Daeseon CHOI 
Publication:   
Publication Date: 2018/10/01
Vol. E101-D  No. 10 ; pp. 2485-2500
Type of Manuscript:  PAPER
Category: Artificial Intelligence, Data Mining
Keyword: 
adversarial exampleneural networksensemble adversarial examplemachine learning
 Summary | Full Text:PDF(5.3MB)

Design of Multilevel Hybrid Classifier with Variant Feature Sets for Intrusion Detection System
Aslhan AKYOL Mehmet HACIBEYO─×LU Bekir KARLIK 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2016/07/01
Vol. E99-D  No. 7 ; pp. 1810-1821
Type of Manuscript:  PAPER
Category: Information Network
Keyword: 
intrusion detectiondiscernibility functionfeature selectionneural networks
 Summary | Full Text:PDF(2.6MB)

Development of an Estimation Model for Instantaneous Presence in Audio-Visual Content
Kenji OZAWA Shota TSUKAHARA Yuichiro KINOSHITA Masanori MORISE 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2016/01/01
Vol. E99-D  No. 1 ; pp. 120-127
Type of Manuscript:  Special Section PAPER (Special Section on Enriched Multimedia---Creation of a New Society through Value-added Multimedia Content---)
Category: 
Keyword: 
sense of presenceinstantaneous presenceaudio-visual contentneural networkstime-series data
 Summary | Full Text:PDF(1.8MB)

Learning of Simple Dynamic Binary Neural Networks
Ryota KOUZUKI Toshimichi SAITO 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2013/08/01
Vol. E96-A  No. 8 ; pp. 1775-1782
Type of Manuscript:  PAPER
Category: Neural Networks and Bioengineering
Keyword: 
neural networkssupervised learningcorrelation learninggenetic algorithmsdc-ac inverters
 Summary | Full Text:PDF(1.6MB)

Self-Organizing Incremental Associative Memory-Based Robot Navigation
Sirinart TANGRUAMSUB Aram KAWEWONG Manabu TSUBOYAMA Osamu HASEGAWA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2012/10/01
Vol. E95-D  No. 10 ; pp. 2415-2425
Type of Manuscript:  PAPER
Category: Information Network
Keyword: 
navigationassociative memoryneural networks
 Summary | Full Text:PDF(2.1MB)

Reasoning on the Self-Organizing Incremental Associative Memory for Online Robot Path Planning
Aram KAWEWONG Yutaro HONDA Manabu TSUBOYAMA Osamu HASEGAWA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2010/03/01
Vol. E93-D  No. 3 ; pp. 569-582
Type of Manuscript:  PAPER
Category: Artificial Intelligence and Cognitive Science
Keyword: 
neural networksassociative memorypath-planningreinforcement learning (RL)
 Summary | Full Text:PDF(1MB)

Stochastic Resonance in an Array of Locally-Coupled McCulloch-Pitts Neurons with Population Heterogeneity
Akira UTAGAWA Tohru SAHASHI Tetsuya ASAI Yoshihito AMEMIYA 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2009/10/01
Vol. E92-A  No. 10 ; pp. 2508-2513
Type of Manuscript:  Special Section PAPER (Special Section on Nonlinear Theory and its Applications)
Category: Nonlinear Problems
Keyword: 
stochastic resonanceimage processingneural networks
 Summary | Full Text:PDF(833.4KB)

Maximum-Flow Neural Network: A Novel Neural Network for the Maximum Flow Problem
Masatoshi SATO Hisashi AOMORI Mamoru TANAKA 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2009/04/01
Vol. E92-A  No. 4 ; pp. 945-951
Type of Manuscript:  Special Section PAPER (Special Section on Advanced Technologies Emerging Mainly from the 21st Workshop on Circuits and Systems in Karuizawa)
Category: 
Keyword: 
neural networksmaximum flow problemnonlinear circuit analysis
 Summary | Full Text:PDF(345.5KB)

Small Number of Hidden Units for ELM with Two-Stage Linear Model
Hieu Trung HUYNH Yonggwan WON 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2008/04/01
Vol. E91-D  No. 4 ; pp. 1042-1049
Type of Manuscript:  PAPER
Category: Data Mining
Keyword: 
neural networkssingle hidden-layer feedforward neural networksextreme learning machineleast-squares schemelinear model
 Summary | Full Text:PDF(217.3KB)

Autonomous and Decentralized Optimization of Large-Scale Heterogeneous Wireless Networks by Neural Network Dynamics
Mikio HASEGAWA Ha Nguyen TRAN Goh MIYAMOTO Yoshitoshi MURATA Hiroshi HARADA Shuzo KATO 
Publication:   IEICE TRANSACTIONS on Communications
Publication Date: 2008/01/01
Vol. E91-B  No. 1 ; pp. 110-118
Type of Manuscript:  Special Section PAPER (Special Section on Cognitive Radio and Spectrum Sharing Technology)
Category: Distributed Optimization
Keyword: 
cognitive radioheterogeneous wireless networksneural networksradio resource managementradio access technology selection
 Summary | Full Text:PDF(809.8KB)

PAPR Reduction for PCC-OFDM Systems Using Neural Phase Rotator
Masaya OHTA Hideyuki YAMADA Katsumi YAMASHITA 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2008/01/01
Vol. E91-A  No. 1 ; pp. 403-408
Type of Manuscript:  PAPER
Category: Spread Spectrum Technologies and Applications
Keyword: 
PCC-OFDMpeak-to-average power ratiointercarrier interferenceneural networks
 Summary | Full Text:PDF(281KB)

A Learning Algorithm of Boosting Kernel Discriminant Analysis for Pattern Recognition
Shinji KITA Seiichi OZAWA Satoshi MAEKAWA Shigeo ABE 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2007/11/01
Vol. E90-D  No. 11 ; pp. 1853-1863
Type of Manuscript:  PAPER
Category: Biocybernetics, Neurocomputing
Keyword: 
boostingkernel methodskernel discriminant analysispattern classificationneural networksfeature selection
 Summary | Full Text:PDF(375.9KB)

Lighting Independent Skin Tone Detection Using Neural Networks
Marvin DECKER Minako SAWAKI 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2007/08/01
Vol. E90-D  No. 8 ; pp. 1195-1198
Type of Manuscript:  Special Section LETTER (Special Section on Image Recognition and Understanding)
Category: 
Keyword: 
skin toneneural networkscolor constancyillumination normalization
 Summary | Full Text:PDF(361.9KB)

Particle Swarms for Feature Extraction of Hyperspectral Data
Sildomar Takahashi MONTEIRO Yukio KOSUGI 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2007/07/01
Vol. E90-D  No. 7 ; pp. 1038-1046
Type of Manuscript:  PAPER
Category: Pattern Recognition
Keyword: 
feature extractionparticle swarm optimizationhyperspectral dataneural networksprincipal components analysis
 Summary | Full Text:PDF(1.3MB)

An Adaptive Penalty-Based Learning Extension for the Backpropagation Family
Boris JANSEN Kenji NAKAYAMA 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2006/08/01
Vol. E89-A  No. 8 ; pp. 2140-2148
Type of Manuscript:  Special Section PAPER (Special Section on Papers Selected from the 20th Symposium on Signal Processing)
Category: 
Keyword: 
backpropagationlearning algorithmconvergenceerror functionneural networksgeneralization
 Summary | Full Text:PDF(316.2KB)

Control Performance of Discrete-Time Fuzzy Systems Improved by Neural Networks
Chien-Hsing SU Cheng-Sea HUANG Kuang-Yow LIAN 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2006/05/01
Vol. E89-A  No. 5 ; pp. 1446-1453
Type of Manuscript:  PAPER
Category: Systems and Control
Keyword: 
T-S fuzzy systemsfuzzy modelingdiscrete-time systemsneural networkslinear matrix inequalities
 Summary | Full Text:PDF(331.3KB)

Generalization Performance of Subspace Bayes Approach in Linear Neural Networks
Shinichi NAKAJIMA Sumio WATANABE 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2006/03/01
Vol. E89-D  No. 3 ; pp. 1128-1138
Type of Manuscript:  PAPER
Category: Algorithm Theory
Keyword: 
empirical Bayesvariational Bayesneural networksreduced-rank regressionJames-Steinunidentifiable
 Summary | Full Text:PDF(330.2KB)

Neural Network Rule Extraction by Using the Genetic Programming and Its Applications to Explanatory Classifications
Shozo TOKINAGA Jianjun LU Yoshikazu IKEDA 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2005/10/01
Vol. E88-A  No. 10 ; pp. 2627-2635
Type of Manuscript:  Special Section PAPER (Special Section on Nonlinear Theory and its Applications)
Category: 
Keyword: 
neural networksrule extractiongenetic programmingprediction of bankruptcybond rating
 Summary | Full Text:PDF(256.3KB)

LMI-Based Neurocontroller for State-Feedback Guaranteed Cost Control of Discrete-Time Uncertain System
Hiroaki MUKAIDANI Yasuhisa ISHII Nan BU Yoshiyuki TANAKA Toshio TSUJI 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2005/08/01
Vol. E88-D  No. 8 ; pp. 1903-1911
Type of Manuscript:  Special Section PAPER (Special Section on Recent Advances in Circuits and Systems--Part 2)
Category: Neural Networks and Fuzzy Systems
Keyword: 
guaranteed cost controladditive gain perturbationsneural networksLMI
 Summary | Full Text:PDF(850.3KB)

A Multiobjective Evolutionary Neuro-Controller for Nonminimum Phase Systems
Dongkyung NAM Hajoon LEE Sangbong PARK Lae-Jeong PARK Cheol Hoon PARK 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2004/11/01
Vol. E87-D  No. 11 ; pp. 2517-2520
Type of Manuscript:  LETTER
Category: Biocybernetics, Neurocomputing
Keyword: 
nonminimum phase systemsmultiobjective evolutionary algorithmsneural networksneuro-control
 Summary | Full Text:PDF(441KB)

Novel Superlinear First Order Algorithms
Peter GECZY Shiro USUI 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2004/06/01
Vol. E87-A  No. 6 ; pp. 1620-1631
Type of Manuscript:  PAPER
Category: Neural Networks and Bioengineering
Keyword: 
first order optimizationsteepest descentconjugate gradientline search subproblemclassification frameworkneural networks
 Summary | Full Text:PDF(1.1MB)

Accuracy of Single Dipole Source Localization by BP Neural Networks from 18-Channel EEGs
Qinyu ZHANG Hirofumi NAGASHINO Yohsuke KINOUCHI 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2003/08/01
Vol. E86-D  No. 8 ; pp. 1447-1455
Type of Manuscript:  PAPER
Category: Medical Engineering
Keyword: 
EEGbrain source localizationneural networksdipole
 Summary | Full Text:PDF(515KB)

A Minimal Modeling of Neuronal Burst-Firing Based on Bifurcation Analysis
Vasileios TSEROLAS Yoshifumi SEKINE 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2003/03/01
Vol. E86-A  No. 3 ; pp. 678-685
Type of Manuscript:  PAPER
Category: Nonlinear Problems
Keyword: 
BVP modelbursting phenomenanonlinear equationbifurcation analysisneural networks
 Summary | Full Text:PDF(413.1KB)

A Genetic Grey-Based Neural Networks with Wavelet Transform for Search of Optimal Codebook
Chi-Yuan LIN Chin-Hsing CHEN 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2003/03/01
Vol. E86-A  No. 3 ; pp. 715-721
Type of Manuscript:  PAPER
Category: Neural Networks and Bioengineering
Keyword: 
vector quantizationgenetic algorithmsneural networksgrey theorywavelet transform
 Summary | Full Text:PDF(1MB)

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: 2000/12/25
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(306.3KB)

Hand Gesture Recognition Using T-CombNET: A New Neural Network Model
Marcus Vinicius LAMAR Md. Shoaib BHUIYAN Akira IWATA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2000/11/25
Vol. E83-D  No. 11 ; pp. 1986-1995
Type of Manuscript:  PAPER
Category: Biocybernetics, Neurocomputing
Keyword: 
neural networkslocal model neural networksgesture recognitionsign language recognitioncomputer vision
 Summary | Full Text:PDF(901KB)

Image Compression by New Sub-Image Block Classification Techniques Using Neural Networks
Newaz M. S. RAHIM Takashi YAHAGI 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2000/10/25
Vol. E83-A  No. 10 ; pp. 2040-2043
Type of Manuscript:  LETTER
Category: Image
Keyword: 
clusteringimage compressionneural networks
 Summary | Full Text:PDF(1.6MB)

The Determination of the Evoked Potential Generating Mechanism Based on Radial Basis Neural Network Model
Rustu Murat DEMIRER Yukio KOSUGI Halil Ozcan GULCUR 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2000/09/25
Vol. E83-D  No. 9 ; pp. 1819-1823
Type of Manuscript:  LETTER
Category: Biocybernetics, Neurocomputing
Keyword: 
visual evoked potentialsradial basis functionsnonlinear system identificationauto-regressive moving averageneural networks
 Summary | Full Text:PDF(206.4KB)

A Novel Competitive Learning Technique for the Design of Variable-Rate Vector Quantizers with Reproduction Vector Training in the Wavelet Domain
Wen-Jyi HWANG Maw-Rong LEOU Shih-Chiang LIAO Chienmin OU 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2000/09/25
Vol. E83-D  No. 9 ; pp. 1781-1789
Type of Manuscript:  PAPER
Category: Image Processing, Image Pattern Recognition
Keyword: 
neural networksvector quantizationimage codingcompetitive learningimage processing
 Summary | Full Text:PDF(945.8KB)

Majority Algorithm: A Formation for Neural Networks with the Quantized Connection Weights
Cheol-Young PARK Koji NAKAJIMA 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2000/06/25
Vol. E83-A  No. 6 ; pp. 1059-1065
Type of Manuscript:  Special Section PAPER (Special Section of Papers Selected from 1999 International Technical Conference on Circuits/Systems, Computers and Communications (ITC-CSCC'99))
Category: 
Keyword: 
neural networksmulti-layerlimit cyclesquantized interconnectionparity problem
 Summary | Full Text:PDF(517.7KB)

Neural Networks Learning Differential Data
Ryusuke MASUOKA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2000/06/25
Vol. E83-D  No. 6 ; pp. 1291-1300
Type of Manuscript:  PAPER
Category: Biocybernetics, Neurocomputing
Keyword: 
neural networkstangent propdifferential data
 Summary | Full Text:PDF(359.1KB)

Active Vision System Based on Human Eye Saccadic Movement
Sang-Woo BAN Jun-Ki CHO Soon-Ki JUNG Minho LEE 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2000/06/25
Vol. E83-A  No. 6 ; pp. 1066-1074
Type of Manuscript:  Special Section PAPER (Special Section of Papers Selected from 1999 International Technical Conference on Circuits/Systems, Computers and Communications (ITC-CSCC'99))
Category: 
Keyword: 
saccadic eye movementvisual cortexsuperior colliculusactive vision systemneural networks
 Summary | Full Text:PDF(2.8MB)

Shape from Focus Using Multilayer Feedforward Neural Networks
Muhammad ASIF Tae-Sun CHOI 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2000/04/25
Vol. E83-D  No. 4 ; pp. 946-949
Type of Manuscript:  LETTER
Category: Image Processing, Image Pattern Recognition
Keyword: 
shape-from-focusneural networksfocused image surfaceoptimization3-D shape
 Summary | Full Text:PDF(1008.3KB)

A Phasor Model with Resting States
Teruyuki MIYAJIMA Fumihito BAISHO Kazuo YAMANAKA Kazuhiko NAKAMURA Masahiro AGU 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2000/02/25
Vol. E83-D  No. 2 ; pp. 299-301
Type of Manuscript:  LETTER
Category: Biocybernetics, Neurocomputing
Keyword: 
neural networksassociative memorycomplex-valued neuronstability analysisLyapunov theory
 Summary | Full Text:PDF(138.4KB)

Signature Pattern Recognition Using Moments Invariant and a New Fuzzy LVQ Model
Payam NASSERY Karim FAEZ 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 1998/12/25
Vol. E81-D  No. 12 ; pp. 1483-1493
Type of Manuscript:  PAPER
Category: Image Processing,Computer Graphics and Pattern Recognition
Keyword: 
clusteringfuzzy logicimage movementneural networks
 Summary | Full Text:PDF(928.6KB)

A New Constructive Compound Neural Networks Using Fuzzy Logic and Genetic Algorithm 1 Application to Artificial Life
Jianjun YAN Naoyuki TOKUDA Juichi MIYAMICHI 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 1998/12/25
Vol. E81-D  No. 12 ; pp. 1507-1516
Type of Manuscript:  LETTER
Category: Bio-Cybernetics and Neurocomputing
Keyword: 
neural networksartificial lifefuzzy logicgenetic algorithmnetwork construction
 Summary | Full Text:PDF(813.5KB)

Grey Neural Network
Chyun-Shin CHENG Yen-Tseng HSU Chwan-Chia WU 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 1998/11/25
Vol. E81-A  No. 11 ; pp. 2433-2442
Type of Manuscript:  PAPER
Category: Neural Networks
Keyword: 
reliability analysisneural networksgrey model
 Summary | Full Text:PDF(656KB)

Asynchronous Pulse Neural Network Model for VLSI Implementation
Mitsuru HANAGATA Yoshihiko HORIO Kazuyuki AIHARA 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 1998/09/25
Vol. E81-A  No. 9 ; pp. 1853-1859
Type of Manuscript:  Special Section PAPER (Special Section on Nonlinear Theory and Its Applications)
Category: Neural Networks
Keyword: 
neural networksspatio-temporal codingdynamical cell assembly
 Summary | Full Text:PDF(584.4KB)

Dynamical Neural Network Model for Hippocampal Memory
Osamu ARAKI Kazuyuki AIHARA 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 1998/09/25
Vol. E81-A  No. 9 ; pp. 1824-1832
Type of Manuscript:  Special Section PAPER (Special Section on Nonlinear Theory and Its Applications)
Category: Neural Networks
Keyword: 
neural networkshippocampusself-organizationLTPLTDpropagation of LTD
 Summary | Full Text:PDF(770.8KB)

A Cascade Neural Network for Blind Signal Extraction without Spurious Equilibria
Ruck THAWONMAS Andrzej CICHOCKI Shun-ichi AMARI 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 1998/09/25
Vol. E81-A  No. 9 ; pp. 1833-1846
Type of Manuscript:  Special Section PAPER (Special Section on Nonlinear Theory and Its Applications)
Category: Neural Networks
Keyword: 
blind source separation and extractionneural networkson-line adaptive algorithms
 Summary | Full Text:PDF(1.2MB)

Spatial Resolution Improvement of a Low Spatial Resolution Thermal Infrared Image by Backpropagated Neural Networks
Maria del Carmen VALDES Minoru INAMURA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 1998/08/25
Vol. E81-D  No. 8 ; pp. 872-880
Type of Manuscript:  PAPER
Category: Image Processing,Computer Graphics and Pattern Recognition
Keyword: 
neural networksresolution improvementdata fusionmultispectral imageremote sensing
 Summary | Full Text:PDF(1.8MB)

Kohonen Learning with a Mechanism, the Law of the Jungle, Capable of Dealing with Nonstationary Probability Distribution Functions
Taira NAKAJIMA Hiroyuki TAKIZAWA Hiroaki KOBAYASHI Tadao NAKAMURA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 1998/06/25
Vol. E81-D  No. 6 ; pp. 584-591
Type of Manuscript:  PAPER
Category: Bio-Cybernetics and Neurocomputing
Keyword: 
adaptive vector quantizationequiprobable principleconscience mechanism Kohonen learningLOJ mechanismneural networksnonstationary probability distribution
 Summary | Full Text:PDF(617.7KB)

Conditional-Class-Entropy-Based Segmentation of Brain MR Images on a Neural Tree Classifier
Iren VALOVA Yusuke SUGANAMI Yukio KOSUGI 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 1998/04/25
Vol. E81-D  No. 4 ; pp. 382-390
Type of Manuscript:  PAPER
Category: Image Processing,Computer Graphics and Pattern Recognition
Keyword: 
conditional class entropyneural networksMRI segmentationneural tree
 Summary | Full Text:PDF(1.1MB)

Detection of Surging Sound with Wavelet Transform and Neural Networks
Manabu KOTANI Yasuo UEDA Kenzo AKAZAWA Toshihide KANAGAWA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 1998/03/25
Vol. E81-D  No. 3 ; pp. 329-335
Type of Manuscript:  PAPER
Category: Bio-Cybernetics and Neurocomputing
Keyword: 
acoustic diagnosissurging soundblowerneural networkswavelet transform
 Summary | Full Text:PDF(554.6KB)

A Comparative Study of Eight Learning Algorithms for Artificial Neural Networks Based on a Real Application
Yadira SOLANO Hiroaki IKEDA 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 1998/02/25
Vol. E81-A  No. 2 ; pp. 355-357
Type of Manuscript:  LETTER
Category: Neural Networks
Keyword: 
neural networksbackpropagation financial forecasting
 Summary | Full Text:PDF(208.7KB)

A Tighter Upper Bound on Storage Capacity of Multilayer Networks
Haruhisa TAKAHASHI 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 1998/02/25
Vol. E81-A  No. 2 ; pp. 333-339
Type of Manuscript:  PAPER
Category: Neural Networks
Keyword: 
neural networksstorage capacitymultilayer network
 Summary | Full Text:PDF(560KB)

Neural Network Models for Blind Separation of Time Delayed and Convolved Signals
Andrzej CICHOCKI Shun-ichi AMARI Jianting CAO 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 1997/09/25
Vol. E80-A  No. 9 ; pp. 1595-1603
Type of Manuscript:  Special Section PAPER (Special Section on Nonlinear Theory and its Applications)
Category: 
Keyword: 
blind sources separation and deconvolutionneural networkson-line adaptive algorithms
 Summary | Full Text:PDF(641.6KB)

Absolute Exponential Stability of Neural Networks with Asymmetric Connection Matrices
Xue-Bin LIANG Toru YAMAGUCHI 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 1997/08/25
Vol. E80-A  No. 8 ; pp. 1531-1534
Type of Manuscript:  LETTER
Category: Neural Networks
Keyword: 
neural networksasymmetric connection matricesabsolute exponential stability time constantglobal exponential convergence rate
 Summary | Full Text:PDF(264KB)

Necessary and Sufficient Condition for Absolute Exponential Stability of a Class of Nonsymmetric Neural Networks
Xue-Bin LIANG Toru YAMAGUCHI 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 1997/08/25
Vol. E80-D  No. 8 ; pp. 802-807
Type of Manuscript:  PAPER
Category: Bio-Cybernetics and Neurocomputing
Keyword: 
neural networksnonsymmmetric connection matricesabsolute exponential stabilitynecessary and sufficient conditionoptimization
 Summary | Full Text:PDF(424.9KB)

Self-Learning Analog Neural Network LSI with High-Resolution Non-Volatile Analog Memory and a Partially-Serial Weight-Update Architecture
Takashi MORIE Osamu FUJITA Kuniharu UCHIMURA 
Publication:   IEICE TRANSACTIONS on Electronics
Publication Date: 1997/07/25
Vol. E80-C  No. 7 ; pp. 990-995
Type of Manuscript:  Special Section PAPER (Special Issue on New Concept Device and Novel Architecture LSIs)
Category: Neural Networks and Chips
Keyword: 
neural networksanalog LSIfloating gate devicenon-volatile memory
 Summary | Full Text:PDF(603.6KB)

A Learning Algorithm for a Neural Network LSI with Restricted Integer Weights
Tomohisa KIMURA Takeshi SHIMA 
Publication:   IEICE TRANSACTIONS on Electronics
Publication Date: 1997/07/25
Vol. E80-C  No. 7 ; pp. 983-989
Type of Manuscript:  Special Section PAPER (Special Issue on New Concept Device and Novel Architecture LSIs)
Category: Neural Networks and Chips
Keyword: 
neural networkslearninganalogLSIaccuracy
 Summary | Full Text:PDF(536.4KB)

On the Absolute Exponential Stability of Neural Networks with Globally Lipschitz Continuous Activation Functions
Xue-Bin LIANG Toru YAMAGUCHI 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 1997/06/25
Vol. E80-D  No. 6 ; pp. 687-690
Type of Manuscript:  LETTER
Category: Bio-Cybernetics and Neurocomputing
Keyword: 
neural networksabsolute exponential stabilitytime constantglobal exponential convergence rate
 Summary | Full Text:PDF(240.7KB)

Performance Evaluation of Two Algorithms for Learning in ANN Based on a Real Financial Prediction
Yadira SOLANO Hiroaki IKEDA 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 1997/02/25
Vol. E80-A  No. 2 ; pp. 407-412
Type of Manuscript:  PAPER
Category: Neural Networks
Keyword: 
neural networksbackpropagationlearningfinancial forecasting
 Summary | Full Text:PDF(444.6KB)

Analog CMOS Implementation of Approximate Identity Neural Networks
Massimo CONTI 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 1997/02/25
Vol. E80-A  No. 2 ; pp. 427-432
Type of Manuscript:  LETTER
Category: Neural Networks
Keyword: 
analog circuitCMOSneural networks
 Summary | Full Text:PDF(374.1KB)

Neural-Network-Based Controller with Application to a Flexible Micro-ActuatorDirect Neural Controller and its Extension to an Open-Loop Neural Controller
Kazuhiko TAKAHASHI Minoru SASAKI 
Publication:   IEICE TRANSACTIONS on Electronics
Publication Date: 1997/02/25
Vol. E80-C  No. 2 ; pp. 246-254
Type of Manuscript:  Special Section PAPER (Special Issue on Micromachine Technology)
Category: Actuator
Keyword: 
neural networksidentifiercontrollerlearningmicro actuator
 Summary | Full Text:PDF(603.5KB)

Learning Curves in Learning with NoiseAn Empirical Study
Hanzhong GU Haruhisa TAKAHASHI 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 1997/01/25
Vol. E80-D  No. 1 ; pp. 78-85
Type of Manuscript:  PAPER
Category: Bio-Cybernetics and Neurocomputing
Keyword: 
concept learningnoisy learninggeneralizationlearning curvesneural networks
 Summary | Full Text:PDF(632.7KB)

An Analysis on Additive Effects of Nonlinear Dynamics for Combinatorial Optimization
Mikio HASEGAWA Tohru IKEGUCHI Takeshi MATOZAKI Kazuyuki AIHARA 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 1997/01/25
Vol. E80-A  No. 1 ; pp. 206-213
Type of Manuscript:  PAPER
Category: Neural Networks
Keyword: 
chaosneural networkscombinatorial optimization problemstraveling salesman problemssurrogation
 Summary | Full Text:PDF(635KB)

On the Global Asymptotic Stability Independent of Delay of Neural Networks
Xue-Bin LIANG Toru YAMAGUCHI 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 1997/01/25
Vol. E80-A  No. 1 ; pp. 247-250
Type of Manuscript:  LETTER
Category: Neural Networks
Keyword: 
neural networksglobal asymptotic stabilityindependent of delay
 Summary | Full Text:PDF(240.8KB)

Multiuser Detection Useng a Hopfield Network for Asynchronous Code-Division Multiple-Access Systems
Teruyuki MIYAJIMA Takaaki HASEGAWA 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 1996/12/25
Vol. E79-A  No. 12 ; pp. 1963-1971
Type of Manuscript:  Special Section PAPER (Special Secton on Spread Spectrum Techniques and Applications)
Category: 
Keyword: 
spread spectrum communicationsnear-for problemmultiple access interferenceinterference cancellationneural networks
 Summary | Full Text:PDF(750.9KB)

Quaternionic Multilayer Perceptrons for Chaotic Time Series Prediction
Paolo ARENA Riccardo CAPONETTO Luigi FORTUNA Giovanni MUSCATO Maria Gabriella XIBILIA 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 1996/10/25
Vol. E79-A  No. 10 ; pp. 1682-1688
Type of Manuscript:  Special Section PAPER (Special Section on Nonlinear Theory and its Applications (NOLTA))
Category: Sequence, Time Series and Applications
Keyword: 
neural networksquaternion algebratime serise predictionchaotic systems
 Summary | Full Text:PDF(577.2KB)

Modified Version of Hamming Network
Shun-Hsyung CHANG Shou-Yih LU 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 1996/10/25
Vol. E79-A  No. 10 ; pp. 1722-1724
Type of Manuscript:  PAPER
Category: Neural Networks
Keyword: 
neural networksHamming networks
 Summary | Full Text:PDF(257.4KB)

A Simulation Environment for Designing and Examining Biological Neural Network Models
Kazushi MURAKOSHI Tadashi KURATA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 1996/08/25
Vol. E79-D  No. 8 ; pp. 1212-1216
Type of Manuscript:  LETTER
Category: Bio-Cybernetics and Neurocomputing
Keyword: 
simulation environmentneural networksconnective modelsgraphical user interfaceNNDBMS
 Summary | Full Text:PDF(500.8KB)

A Remark on a Class of Stability Conditions for Neural Networks
Xue-Bin LIANG Toru YAMAGUCHI 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 1996/07/25
Vol. E79-D  No. 7 ; pp. 1004-1005
Type of Manuscript:  LETTER
Category: Bio-Cybernetics and Neurocomputing
Keyword: 
neural networksabsolute stabilitysufficient conditions
 Summary | Full Text:PDF(118.9KB)

Limit Cycles of One-Dimensional Neural Networks with the Cyclic Connection Matrix
Cheol-Young PARK Yoshihiro HAYAKAWA Koji NAKAJIMA Yasuji SAWADA 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 1996/06/25
Vol. E79-A  No. 6 ; pp. 752-757
Type of Manuscript:  Special Section PAPER (Special Section of Papers Selected from 1995 Joint Technical Conference on Circuits/Systems, Computers and Communications (JTC-CSCC '95))
Category: 
Keyword: 
neural networkscontinuous-time modeldynamicslimit cyclesequilibrium point
 Summary | Full Text:PDF(516.8KB)

Performance Evaluation of Neural Network Hardware Using Time-Shared Bus and Integer Representation Architecture
Moritoshi YASUNAGA Tatsuo OCHIAI 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 1996/06/25
Vol. E79-D  No. 6 ; pp. 888-896
Type of Manuscript:  PAPER
Category: Bio-Cybernetics and Neurocomputing
Keyword: 
neural networksparallel computingparallel programming languageperformance evaluationscalability
 Summary | Full Text:PDF(837KB)

High Accuracy Recognition of ETL9B Using Exclusive Learning Neural Network - (ELNET-)
Kazuki SARUTA Nei KATO Masato ABE Yoshiaki NEMOTO 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 1996/05/25
Vol. E79-D  No. 5 ; pp. 516-522
Type of Manuscript:  Special Section PAPER (Special Issue on Character Recognition and Document Understanding)
Category: Neural Networks
Keyword: 
handwritten character recognitionneural networksETL9BELNET-
 Summary | Full Text:PDF(554.2KB)

Recognition of Devanagari Characters Using Neural Networks
Kanad KEENI Hiroshi SHIMODAIRA Tetsuro NISHINO Yasuo TAN 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 1996/05/25
Vol. E79-D  No. 5 ; pp. 523-528
Type of Manuscript:  Special Section PAPER (Special Issue on Character Recognition and Document Understanding)
Category: Neural Networks
Keyword: 
character recognitionneural networksstructure analysisheuristic codingfeature vectorprototype vector
 Summary | Full Text:PDF(579.4KB)

Information Geometry of Mean Field Theory
Toshiyuki TANAKA 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 1996/05/25
Vol. E79-A  No. 5 ; pp. 709-715
Type of Manuscript:  PAPER
Category: Neural Networks
Keyword: 
neural networksmean field theorysimulated annealinginformation geometryoptimization problem.
 Summary | Full Text:PDF(547.5KB)

Source Localization with Network Inversion Using an Answer-in-Weights Scheme
Takehiko OGAWA Keisuke KAMEYAMA Roman KUC Yukio KOSUGI 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 1996/05/25
Vol. E79-D  No. 5 ; pp. 608-619
Type of Manuscript:  PAPER
Category: Bio-Cybernetics and Neurocomputing
Keyword: 
evoked potentialsinverse problemneural networkspositional estimationultrasonic waves
 Summary | Full Text:PDF(954KB)

Design and Implementation of a Calibrating T-Model Neural-Based A/D Converter
Zheng TANG Yuichi SHIRATA Okihiko ISHIZUKA Koichi TANNO 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 1996/04/25
Vol. E79-A  No. 4 ; pp. 553-559
Type of Manuscript:  PAPER
Category: Analog Signal Processing
Keyword: 
neural networksHopfield modelcalibratingA/D converter
 Summary | Full Text:PDF(580.9KB)

Hopfield Neural Network Learning Using Direct Gradient Descent of Energy Function
Zheng TANG Koichi TASHIMA Hirofumi HEBISHIMA Okihiko ISHIZUKA Koichi TANNO 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 1996/02/25
Vol. E79-A  No. 2 ; pp. 258-261
Type of Manuscript:  LETTER
Category: Neural Networks
Keyword: 
neural networksgradient descent learningHopfield modelanalog-to-digital conversionassociative memory
 Summary | Full Text:PDF(247.7KB)

A Non-uniform Discrete-Time Cellular Neural Network and Its Stability Analysis
Chen HE Akio USHIDE 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 1996/02/25
Vol. E79-A  No. 2 ; pp. 252-257
Type of Manuscript:  LETTER
Category: Neural Networks
Keyword: 
neural networksnon-uniform discrete-time cellular neural networksdynamics analysisstability analysis
 Summary | Full Text:PDF(320.5KB)

A Mathematical Solution to a Network Designing Problem
Yoshikane TAKAHASHI 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 1995/10/25
Vol. E78-A  No. 10 ; pp. 1381-1411
Type of Manuscript:  PAPER
Category: Neural Networks
Keyword: 
neural networksnetwork designingnetwork trainingminimum intermediate unitscomputational complexityrate distortion theorylinear algebra
 Summary | Full Text:PDF(2.3MB)

Analysis of Switching Dynamics with Competing Neural Networks
Klaus-Robert MÜLLER Jens KOHLMORGEN Klaus PAWELZIK 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 1995/10/25
Vol. E78-A  No. 10 ; pp. 1306-1315
Type of Manuscript:  Special Section PAPER (Special Section on Nonlinear Theory and Its Applications)
Category: 
Keyword: 
neural networksnon-linear dynamicschaostime series analysispredictioncompeting neural networks
 Summary | Full Text:PDF(824.5KB)

On the Number of Solutions of a Class of Nonlinear Equations Related to Neural Networks with Tapered Connections
Tetsuo NISHI Norikazu TAKAHASHI 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 1995/10/25
Vol. E78-A  No. 10 ; pp. 1299-1305
Type of Manuscript:  Special Section PAPER (Special Section on Nonlinear Theory and Its Applications)
Category: 
Keyword: 
the number of solutionsnonlinear equationsneural networksequilibrium points
 Summary | Full Text:PDF(498.4KB)

Image Decomposition by Answer-in-Weights Neural Network
Iren VALOVA Keisuke KAMEYAMA Yukio KOSUGI 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 1995/09/25
Vol. E78-D  No. 9 ; pp. 1221-1224
Type of Manuscript:  LETTER
Category: Image Processing, Computer Graphics and Pattern Recognition
Keyword: 
image decompositionneural networkssteepest decent methodHadamard functions
 Summary | Full Text:PDF(330.5KB)

Dynamic Neural Network Derived from the Olfactory System with Examples of Applications
Koji SHIMOIDE Walter J. FREEMAN 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 1995/07/25
Vol. E78-A  No. 7 ; pp. 869-884
Type of Manuscript:  PAPER
Category: Neural Networks
Keyword: 
neural networkschaotic dynamicspattern classification
 Summary | Full Text:PDF(1.1MB)

Operation Scheduling by Annealed Neural Networks
Tsuyoshi KAWAGUCHI Tamio TODAKA 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 1995/06/25
Vol. E78-A  No. 6 ; pp. 656-663
Type of Manuscript:  Special Section PAPER (Special Section of Papers Selected from 1994 Joint Technical Conference on Circuits/Systems, Computers and Communications (JTC-CSCC '94))
Category: 
Keyword: 
neural networksschedulingoptimization
 Summary | Full Text:PDF(612.4KB)

Experimental Observations of 2- and 3-Neuron Chaotic Neural Networks Using Switched-Capacitor Chaotic Neuron IC Chip
Yoshihiko HORIO Ken SUYAMA 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 1995/04/25
Vol. E78-A  No. 4 ; pp. 529-535
Type of Manuscript:  PAPER
Category: Neural Networks
Keyword: 
chaosneural networksnonlinear circuits and systemsswitched-capacitor networks
 Summary | Full Text:PDF(858.4KB)

Design and Implementations of a Learning T-Model Neural Network
Zheng TANG Okihiko ISHIZUKA 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 1995/02/25
Vol. E78-A  No. 2 ; pp. 259-263
Type of Manuscript:  LETTER
Category: Neural Networks
Keyword: 
neural networksHopfield modelT-Modellearningbackpropagationimplementationshardware
 Summary | Full Text:PDF(297.9KB)

Geometric Shape Recognition with Fuzzy Filtered Input to a Backpropagation Neural Network
Figen ULGEN Andrew C. FLAVELL Norio AKAMATSU 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 1995/02/25
Vol. E78-D  No. 2 ; pp. 174-183
Type of Manuscript:  PAPER
Category: Bio-Cybernetics and Neurocomputing
Keyword: 
pattern recognitionartificial intelligenceneural networksfuzzy membership
 Summary | Full Text:PDF(723.3KB)

Power Law Slowdown of the Neural Learning
Hideyuki CÂTEAU Tatsuhiro NAKAJIMA Hiroshi NUNOKAWA Nobuko FUCHIKAMI 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 1994/12/25
Vol. E77-A  No. 12 ; pp. 2109-2111
Type of Manuscript:  LETTER
Category: Neural Networks
Keyword: 
modeling and simulationsneural networks
 Summary | Full Text:PDF(230.2KB)

Investigation and Analysis of Hysteresis in Hopfield and T–Model Neural Networks
Zheng TANG Okihiko ISHIZUKA Masakazu SAKAI 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 1994/11/25
Vol. E77-A  No. 11 ; pp. 1970-1976
Type of Manuscript:  PAPER
Category: Neural Networks
Keyword: 
neural networksHopfield modelT–Modelhysteresislocal minimaoptimization
 Summary | Full Text:PDF(536.8KB)

Optoelectronic Mesoscopic Neural Devices
Hideaki MATSUEDA 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 1994/11/25
Vol. E77-A  No. 11 ; pp. 1851-1854
Type of Manuscript:  Special Section PAPER (Special Section on Nonlinear Theory and Its Applications)
Category: Neural Network and Its Applications
Keyword: 
circuits and systemsneural networksopticscircuits and devices
 Summary | Full Text:PDF(290.7KB)

A Pattern Classifier--Modified AFC, and Handwritten Digit Recognition
Yitong ZHANG Hideya TAKAHASHI Kazuo SHIGETA Eiji SHIMIZU 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 1994/10/25
Vol. E77-D  No. 10 ; pp. 1179-1185
Type of Manuscript:  PAPER
Category: Artificial Intelligence and Cognitive Science
Keyword: 
AFC algorithmfuzzyclassificationneural networkshandwritten digit recongnition
 Summary | Full Text:PDF(583.9KB)

A Correcting Method for Pitch Extraction Using Neural Networks
Akio OGIHARA Kunio FUKUNAGA 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 1994/06/25
Vol. E77-A  No. 6 ; pp. 1015-1022
Type of Manuscript:  Special Section PAPER (Special Section of Papers Selected from 1993 Joint Technical Conference on Circuits/Systems, Computers and Communications (JTC-CSCC'93))
Category: Neural Networks
Keyword: 
pitch extractionneural networkstime continuationpitch correctionspeech analysisautocorrelation analysis
 Summary | Full Text:PDF(628.3KB)

Parallel Implementations of Back Propagation Networks on a Dynamic Data-Driven Multiprocessor
Ali M. ALHAJ Hiroaki TERADA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 1994/05/25
Vol. E77-D  No. 5 ; pp. 579-588
Type of Manuscript:  PAPER
Category: Computer Systems
Keyword: 
neural networksback propagationdata-driven multiprocessorsparallel implementationsscalability
 Summary | Full Text:PDF(885.6KB)

A Stochastic Parallel Algorithm for Supervised Learning in Neural Networks
Abhijit S. PANDYA Kutalapatata P. VENUGOPAL 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 1994/04/25
Vol. E77-D  No. 4 ; pp. 376-384
Type of Manuscript:  Special Section PAPER (Special Issue on Neurocomputing)
Category: Learning
Keyword: 
machine learningneural networksparallel computingpattern recognition
 Summary | Full Text:PDF(832.4KB)

A Current-Mode Implementation of a Chaotic Neuron Model Using a SI Integrator
Nobuo KANOU Yoshihiko HORIO Kazuyuki AIHARA Shogo NAKAMURA 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 1994/01/25
Vol. E77-A  No. 1 ; pp. 335-338
Type of Manuscript:  LETTER
Category: Nonlinear Circuits and Systems
Keyword: 
nonlinear circuits and systemschaosneural networksanalog circuits and signal processing
 Summary | Full Text:PDF(278.4KB)

Identification of Chaotic Dynamical Systems with Back-Propagation Neural Networks
Masaharu ADACHI Makoto KOTANI 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 1994/01/25
Vol. E77-A  No. 1 ; pp. 324-334
Type of Manuscript:  PAPER
Category: Nonlinear Phenomena and Analysis
Keyword: 
neural networksnonlinear phenomena and analysis
 Summary | Full Text:PDF(744.3KB)

Physiologically-Based Speech Synthesis Using Neural Networks
Makoto HIRAYAMA Eric Vatikiotis-BATESON Mitsuo KAWATO 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 1993/11/25
Vol. E76-A  No. 11 ; pp. 1898-1910
Type of Manuscript:  Special Section PAPER (Special Section on Speech Synthesis: Current Technologies and Thier Application)
Category: 
Keyword: 
articulatory speech synthesisneural networksspeech motor controlarticulatory movementsEMG (electromyography)
 Summary | Full Text:PDF(1.1MB)

Exploiting Parallelism in Neural Networks on a Dynamic Data-Driven System
Ali M. ALHAJ Hiroaki TERADA 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 1993/10/25
Vol. E76-A  No. 10 ; pp. 1804-1811
Type of Manuscript:  PAPER
Category: Neural Networks
Keyword: 
data-driven systemsneural networksback propagationparallelism exploitationparallel simulation
 Summary | Full Text:PDF(681.4KB)

Hardware Implementation of the Multifrequency Oscillation Learning Method for Analog Neural Networks
Hiroshi MIYAO Masafumi KOGA Takao MATSUMOTO 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 1993/06/25
Vol. E76-D  No. 6 ; pp. 717-728
Type of Manuscript:  LETTER
Category: Bio-Cybernetics
Keyword: 
neural networkslearning method
 Summary | Full Text:PDF(231KB)

Learning of a Multi-Valued Neural Network and Its Application
Ryuzo TAKIYAMA Koichiro KUBO 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 1993/06/25
Vol. E76-A  No. 6 ; pp. 873-877
Type of Manuscript:  Special Section PAPER (Special Section on Papers Selected from 1992 Joint Technical Conference on Circuits/Systems,Computers and Communications (JTC-CSCC'92))
Category: Nonlinear Circuits and Neural Nets
Keyword: 
neural networksoptimization
 Summary | Full Text:PDF(434.8KB)

Neural Network Configuration for Multiple Sound Source Location and Its Performance
Shinichi SATO Takuro SATO Atsushi FUKASAWA 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 1993/05/25
Vol. E76-A  No. 5 ; pp. 754-760
Type of Manuscript:  Special Section PAPER (Special Section on Neural Nets,Chaos and Numerics)
Category: Neural Nets--Theory and Applications--
Keyword: 
neural networksacousticsmultiple sound source locationproblem of optimization
 Summary | Full Text:PDF(530KB)

A Generalized Unsupervised Competitive Learning Scheme
Ferdinand PEPER Hideki NODA 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 1993/05/25
Vol. E76-A  No. 5 ; pp. 834-841
Type of Manuscript:  PAPER
Category: Neural Networks
Keyword: 
neural networksmodeling and simulation
 Summary | Full Text:PDF(619.3KB)

Abrupt Variations of Attractors Caused by Argumental Discreteness in Non-Hermitian Associative Memories
Akira HIROSE 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 1993/05/25
Vol. E76-A  No. 5 ; pp. 777-779
Type of Manuscript:  Special Section LETTER (Special Section on Neural Nets,Chaos and Numerics)
Category: Neural Nets--Theory and Applications--
Keyword: 
neural networksdynamical associative memories
 Summary | Full Text:PDF(207KB)

Induction Motor Modelling Using Multi-Layer Perceptrons
Paolo ARENA Luigi FORTUNA Antonio GALLO Salvatore GRAZIANI Giovanni MUSCATO 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 1993/05/25
Vol. E76-A  No. 5 ; pp. 761-771
Type of Manuscript:  Special Section PAPER (Special Section on Neural Nets,Chaos and Numerics)
Category: Neural Nets--Theory and Applications--
Keyword: 
asynchronous machinesneural networksnon-linear observer
 Summary | Full Text:PDF(847.6KB)

An Automatic Adjustment Method of Backpropagation Learning Parameters, Using Fuzzy Inference
Fumio UENO Takahiro INOUE Kenichi SUGITANI Badur-ul-Haque BALOCH Takayoshi YAMAMOTO 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 1993/04/25
Vol. E76-A  No. 4 ; pp. 631-636
Type of Manuscript:  PAPER
Category: Neural Networks
Keyword: 
neural networksbackpropagationfuzzy theory
 Summary | Full Text:PDF(474.5KB)

Error-Correction Learning of Three Layer Neural Networks Based on Linear-Homogeneous Expressions
Ryuzo TAKIYAMA Kimitoshi FUKUDOME 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 1993/04/25
Vol. E76-A  No. 4 ; pp. 637-641
Type of Manuscript:  PAPER
Category: Neural Networks
Keyword: 
neural networksoptimization
 Summary | Full Text:PDF(291.4KB)

A Current-Mode Circuit of a Chaotic Neuron Model
Nobuo KANOU Yoshihiko HORIO Kazuyuki AIHARA Shogo NAKAMURA 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 1993/04/25
Vol. E76-A  No. 4 ; pp. 642-644
Type of Manuscript:  PAPER
Category: Neural Networks
Keyword: 
chaosneural networkscurrent-mode circuit design
 Summary | Full Text:PDF(253.3KB)

A Theoretical Analysis of Neural Networks with Nonzero Diagonal Elements
Masaya OHTA Yoichiro ANZAI Shojiro YONEDA Akio OGIHARA 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 1993/03/25
Vol. E76-A  No. 3 ; pp. 284-291
Type of Manuscript:  Special Section PAPER (Special Section on the 5th Karuizawa Workshop on Circuits and Systems)
Category: 
Keyword: 
neural networkscombinatorial optimization problemsnonzero diagonal elementseigen valueeigen vector
 Summary | Full Text:PDF(691KB)

Unsupervised Learning Algorithm for Fuzzy Clustering
Kiichi URAHAMA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 1993/03/25
Vol. E76-D  No. 3 ; pp. 390-391
Type of Manuscript:  LETTER
Category: Bio-Cybernetics
Keyword: 
neural networksfuzzy clustering
 Summary | Full Text:PDF(111.4KB)

Multiple-Valued Memory Using Floating Gate Devices
Takeshi SHIMA Stephanie RINNERT 
Publication:   IEICE TRANSACTIONS on Electronics
Publication Date: 1993/03/25
Vol. E76-C  No. 3 ; pp. 393-402
Type of Manuscript:  Special Section PAPER (Special Issue on Multiple-Valued Integrated Circuits)
Category: 
Keyword: 
analog memoriesnonvolatile memoriesneural networkscapacitive coupling circuitsfeedback control
 Summary | Full Text:PDF(689.3KB)

Text-Independent Speaker Recognition Using Neural Networks
Hiroaki HATTORI 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 1993/03/25
Vol. E76-D  No. 3 ; pp. 345-351
Type of Manuscript:  PAPER
Category: Speech Processing
Keyword: 
speech processingspeaker recognitionneural networks
 Summary | Full Text:PDF(561KB)

Information Geometry of Neural Networks
Shun-ichi AMARI 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 1992/05/25
Vol. E75-A  No. 5 ; pp. 531-536
Type of Manuscript:  INVITED PAPER (Special Section on Nonlinear Dynamics--Adaptive, Learning and Neural Systems--)
Category: 
Keyword: 
neural networksinformation geometrynon-linear systemprobability distribution
 Summary | Full Text:PDF(471.9KB)

Principal Component Analysis by Homogeneous Neural Networks, Part : Analysis and Extensions of the Learning Algorithms
Erkki OJA Hidemitsu OGAWA Jaroonsakdi WANGVIWATTANA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 1992/05/25
Vol. E75-D  No. 3 ; pp. 376-382
Type of Manuscript:  PAPER
Category: Bio-Cybernetics
Keyword: 
feature extractiondata compressionneural networkslearning algorithms
 Summary | Full Text:PDF(550.4KB)

Principal Component Analysis by Homogeneous Neural Networks, Part : The Weighted Subspace Criterion
Erkki OJA Hidemitsu OGAWA Jaroonsakdi WANGVIWATTANA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 1992/05/25
Vol. E75-D  No. 3 ; pp. 366-375
Type of Manuscript:  PAPER
Category: Bio-Cybernetics
Keyword: 
feature extractiondata compressionneural networkslearning algorithms
 Summary | Full Text:PDF(765.3KB)

Fractal Dimension of Neural Networks
Ikuo MATSUBA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 1992/05/25
Vol. E75-D  No. 3 ; pp. 363-365
Type of Manuscript:  PAPER
Category: Bio-Cybernetics
Keyword: 
Fractal dimensionneural networksdendrite distribution
 Summary | Full Text:PDF(198.3KB)