Keyword : backpropagation


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)

Avoiding the Local Minima Problem in Backpropagation Algorithm with Modified Error Function
Weixing BI Xugang WANG Zheng TANG Hiroki TAMURA 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2005/12/01
Vol. E88-A  No. 12 ; pp. 3645-3653
Type of Manuscript:  PAPER
Category: Neural Networks and Bioengineering
Keyword: 
backpropagationlearninglocal minimamodified error function
 Summary | Full Text:PDF(547.6KB)

A New Approach to the Structural Learning of Neural Networks
Rameswar DEBNATH Haruhisa TAKAHASHI 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2004/06/01
Vol. E87-A  No. 6 ; pp. 1655-1658
Type of Manuscript:  LETTER
Category: Neural Networks and Bioengineering
Keyword: 
backpropagationstructural learningLagrangian differential gradient
 Summary | Full Text:PDF(88.5KB)

Nonlinear System Control Using Compensatory Neuro-Fuzzy Networks
Cheng-Jian LIN Cheng-Hung CHEN 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2003/09/01
Vol. E86-A  No. 9 ; pp. 2309-2316
Type of Manuscript:  Special Section PAPER (Special Section on Nonlinear Theory and its Applications)
Category: Optimization and Control
Keyword: 
compensatoryfuzzy similarity measurenonlinear system controlbackpropagation
 Summary | Full Text:PDF(267KB)

A Study of Nonlinear Characteristics in a Hardware Active Dendrite Model
Zongyang XUE Haruki NAGAMI Kazutaka SOMEYA Katsutoshi SAEKI Yoshifumi SEKINE 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2003/09/01
Vol. E86-A  No. 9 ; pp. 2287-2293
Type of Manuscript:  Special Section PAPER (Special Section on Nonlinear Theory and its Applications)
Category: Neuro, Fuzzy, GA
Keyword: 
active dendritepulse-type hardware modelbackpropagationnonlinear circuit
 Summary | Full Text:PDF(486KB)

Multilayer Network Learning Algorithm Based on Pattern Search Method
Xu-Gang WANG Zheng TANG Hiroki TAMURA Masahiro ISHII 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2003/07/01
Vol. E86-A  No. 7 ; pp. 1869-1875
Type of Manuscript:  PAPER
Category: Neural Networks and Bioengineering
Keyword: 
multilayer neural networkspattern search methodbackpropagationlearning
 Summary | Full Text:PDF(272.7KB)

Introducing an Adaptive VLR Algorithm Using Learning Automata for Multilayer Perceptron
Behbood MASHOUFI Mohammad Bagher MENHAJ Sayed A. MOTAMEDI Mohammad R. MEYBODI 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2003/03/01
Vol. E86-D  No. 3 ; pp. 594-609
Type of Manuscript:  PAPER
Category: Algorithms
Keyword: 
multilayer neural networkbackpropagationvariable learning ratelearning automata
 Summary | Full Text:PDF(3.7MB)

A Method of Learning for Multi-Layer Networks
Zheng TANG Xu Gang WANG 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2002/02/01
Vol. E85-A  No. 2 ; pp. 522-525
Type of Manuscript:  LETTER
Category: Neural Networks and Bioengineering
Keyword: 
backpropagationlocal minimamulti-layer artificial neural networkstemperature parametergradient ascent
 Summary | Full Text:PDF(451KB)

Backpropagation Algorithm for LOGic Oriented Neural Networks with Quantized Weights and Multilevel Threshold Neurons
Takeshi KAMIO Hisato FUJISAKA Mititada MORISUE 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2001/03/01
Vol. E84-A  No. 3 ; pp. 705-712
Type of Manuscript:  Special Section PAPER (Special Section of Selected Papers from the 13th Workshop on Circuits and Systems in Karuizawa)
Category: 
Keyword: 
LOGO neural networksbackpropagationquantized weightsmultilevel threshold neuronsdecision level
 Summary | Full Text:PDF(436.5KB)

New Developments on Backpropagation Network Training
Songyot SUREERATTANAN Huynh Ngoc PHIEN 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2000/06/25
Vol. E83-A  No. 6 ; pp. 1032-1039
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: 
backpropagationKalman filterconjugate gradient
 Summary | Full Text:PDF(473.7KB)

An Adaptive Backpropagation Algorithm for Limited-Angle CT Image Reconstruction
Fath El Alem F. ALI Zensho NAKAO Yen-Wei CHEN Kazunori MATSUO Izuru OHKAWA 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2000/06/25
Vol. E83-A  No. 6 ; pp. 1049-1058
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: 
backpropagationCT imageEMMLMARTrprop
 Summary | Full Text:PDF(1.1MB)

Neural Network Model Switching for Efficient Feature Extraction
Keisuke KAMEYAMA Yukio KOSUGI 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 1999/10/25
Vol. E82-D  No. 10 ; pp. 1372-1383
Type of Manuscript:  PAPER
Category: Image Processing,Computer Graphics and Pattern Recognition
Keyword: 
neural networkmultilayer perceptronfeature extractionbackpropagationpruningmodel switching
 Summary | Full Text:PDF(1.2MB)

The Design of Multi-Stage Fuzzy Inference Systems with Smaller Number of Rules Based upon the Optimization of Rules by Using the GA
Kangrong TAN Shozo TOKINAGA 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 1999/09/25
Vol. E82-A  No. 9 ; pp. 1865-1873
Type of Manuscript:  Special Section PAPER (Special Section on Nonlinear Theory and Its Applications)
Category: 
Keyword: 
multi-stage inferencemembership functiongenetic algorithmbackpropagationbond rating
 Summary | Full Text:PDF(550.2KB)

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)

Texture Segmentation Using a Kernel Modifying Neural Network
Keisuke KAMEYAMA Kenzo MORI Yukio KOSUGI 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 1997/11/25
Vol. E80-D  No. 11 ; pp. 1092-1101
Type of Manuscript:  PAPER
Category: Image Processing,Computer Graphics and Pattern Recognition
Keyword: 
textureneural networkGabor filterimage segmentationbackpropagationspatial frequency
 Summary | Full Text:PDF(858KB)

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)

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)

Generalization Ability of Extended Cascaded Artificial Neural Network Architecture
Joarder KAMRUZZAMAN Yukio KUMAGAI Hiromitsu HIKITA 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 1993/10/25
Vol. E76-A  No. 10 ; pp. 1877-1883
Type of Manuscript:  LETTER
Category: Neural Networks
Keyword: 
artificial neural networksbackpropagationextended cascaded networkgeneralization ability
 Summary | Full Text:PDF(561.4KB)

Robust Performance Using Cascaded Artificial Neural Network Architecture
Joarder KAMRUZZAMAN Yukio KUMAGAI Hiromitsu HIKITA 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 1993/06/25
Vol. E76-A  No. 6 ; pp. 1023-1030
Type of Manuscript:  LETTER
Category: Digital Signal Processing
Keyword: 
artificial neural networksbackpropagationcascaded networkgeneralization ability
 Summary | Full Text:PDF(713.8KB)

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)

An Adaptive Fuzzy Network
Zheng TANG Okihiko ISHIZUKA Hiroki MATSUMOTO 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 1992/12/25
Vol. E75-A  No. 12 ; pp. 1826-1828
Type of Manuscript:  LETTER
Category: Fuzzy Theory
Keyword: 
fuzzy logicadaptivebackpropagationlearning algorithmmulti-layer networkfeedforward
 Summary | Full Text:PDF(144.1KB)

Analog VLSI Implementation of Adaptive Algorithms by an Extended Hebbian Synapse Circuit
Takashi MORIE Osamu FUJITA Yoshihito AMEMIYA 
Publication:   IEICE TRANSACTIONS on Electronics
Publication Date: 1992/03/25
Vol. E75-C  No. 3 ; pp. 303-311
Type of Manuscript:  Special Section PAPER (Special Issue on Analog LSI and Related Technology)
Category: 
Keyword: 
neural networkbackpropagationBoltzmann machineanalog LSIsynapseHebb learning
 Summary | Full Text:PDF(777.9KB)