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1.

図書

図書
Xubang Shen, Jianguo Liu, chairs/editors ; sponsored by SPIE--the International Society for Optical Engineering [and] Huazhong University of Science and Technology (China) ; cosponsored by Université de Bordeaux III (France) ... [et al.] ; supported by National Natural Science Foundation of China [and] Ministry of Education of China
出版情報: Bellingham, Wash., USA : SPIE, c2001  ix, 166 p. ; 28 cm
シリーズ名: Proceedings / SPIE -- the International Society for Optical Engineering ; v. 4555
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2.

図書

図書
José Mira, Alberto Prieto (eds.)
出版情報: Berlin : Springer, c2001  xxvii, 836 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 2084 . 6th International Work-Conference on Artificial and Natural Neural Networks, IWANN 2001, Granada, Spain, June 13-15, 2001 : proceedings ; pt. 1
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Foundations of Connectionism and Biophysical Models of Neurons
Dendrites: The Last-Generation Computers / O. Herreras ; J.M. Ibarz ; L. López-Aguado ; P. Varona
Homogeneity in the Electrical Activity Pattern as a Function of Intercellular Coupling in Cell Networks / E. Andreu ; R. Pomares ; B. Soria ; J.V. Sanchez-Andres
A Realistic Computational Model of the Local Circuitry of the Cuneate Nucleus / E. Sánchez ; S. Barro ; J. Mariño ; A. Canedo
Algorithmic Extraction of Morphological Statistics from Electronic Archives of Neuroanatomy / R. Scorcioni ; G.A. Ascoli
What Can We Compute with Lateral Inhibition Circuits? / J. Mira ; A.E. Delgado
Neuronal Models with Current Inputs / J. Feng
Decoding the Population Responses of Retinal Ganglions Cells Using Information Theory / J.M. Ferrández ; M. Bongard ; F. García de Quirós ; J.A. Bolea ; J. Ammermüller ; R.A. Normann ; E. Fernández
Numerical Study of Effects of Co-transmission by Substance P and Acetylcholine on Synaptic Plasticity in Myenteric Neurons / R. Miftakov ; J. Christensen
Neurobiological Modeling of Bursting Response During Visual Attention / R. Rajimehr ; L. Montaser Kouhsari
Sensitivity of Simulated Striate Neurons to Cross-Like Stimuli Based on Disinhibitory Mechanism / K.A. Saltykov ; I.A. Shevelev
Synchronisation Mechanisms in Neuronal Networks / S. Chillemi ; M. Barbi ; A. Di Garbo
Detection of Oriented Repetitive Alternating Patterns in Color Images (A Computational Model of Monkey Grating Cells) / T. Lourens ; H.G. Okuno ; H. Kitano
Synchronization in Brain - Assessment by Electroencephalographic Signals / E. Pereda ; J. Bhattacharya
Strategies for the Optimization of Large Scale Networks of Integrate and Fire Neurons / M.A. Sánchez-Montañés
Structural and Functional Models of Neurons
A Neural Network Model of Working Memory (Processing of "What" and "Where" Information) / T. Minami ; T. Inui
Orientation Selectivity of Intracortical Inhibitory Cells in the Striate Visual Cortex: A Computational Theory and a Neural Circuitry / M.N. Shirazi
Interpreting Neural Networks in the Frame of the Logic of Lukasiewicz / C. Moraga ; L. Salinas
Time-Dispersive Effects in the J. Gonzalo's Research on Cerebral Dynamics / I. Gonzalo ; M.A. Porras
Verifying Properties of Neural Networks / P. Rodrigues ; J.F. Costa ; H.T. Siegelmann
Algorithms and Implementation Architectures for Hebbian Neural Networks / J.A. Berzal ; P.J. Zufiria
The Hierarchical Neuro-Fuzzy BSP Model: An Application in Electric Load Forecasting / F.J. de Souza ; M.M.R. Vellasco ; M.A.C. Pacheco
The Chemical Metaphor in Neural Computation / J. Barahona da Fonseca ; I. Barahona da Fonseca ; C.P. Suárez Araujo ; J. Simões da Fonseca
The General Neural-Network Paradigm for Visual Cryptography / T.-W. Yue ; S. Chiang
$$-DTB, Discrete Time Backpropagation with Product Units / J. Santos ; R.J. Duro
Neocognitron-Type Network for Recognizing Rotated and Shifted Patterns with Reduction of Resources / S. Satoh ; S. Miyake ; H. Aso
Classification with Synaptic Radial Basis Units / J.D. Buldain
A Randomized Hypercolumn Model and Gesture Recognition / N. Tsuruta ; Y. Yoshiki ; T. El. Tobely
Heterogeneous Kohonen Networks / S. Negri ; L.A. Belanche
Divided-Data Analysis in a Financial Case Classification with Multi-dendritic Neural Networks
Neuro Fuzzy Systems: State-of-the-Art Modeling Techniques / A. Abraham
Generating Linear Regression Rules from Neural Networks Using Local Least Squares Approximation / R. Setiono
Speech Recognition Using Fuzzy Second-Order Recurrent Neural Networks / A. Blanco ; M. Delgado ; M.C. Pegalajar ; I. Requena
sure of Noise Immunity for Functional Networks / E. Castillo ; O. Fontenla-Romero ; B. Guijarro-Berdinnas ; A. Alonso-Betanzos
A Functional-Neural Network for Post-Nonlinear Independent Component Analysis / O. Fontenla Romero ; B. Guijarro Berdinnas ; A. Alonso Betanzos
Optimal Modular Feedfroward Neural Nets Based on Functional Network Architectures / A.S. Cofiño ; J.M. Gutiérrez
Optimal Transformations in Multiple Linear Regression Using Functional Networks / A.S. Hadi ; B. Lacruz
Learning and Other Plasticity Phenomena, and Complex Systems Dynamics
Generalization Error and Training Error at Singularities of Multilayer Perceptrons / S.-I. Amari ; T. Ozeki ; H. Park
Bistable Gradient Neural Networks: Their Computational Properties / V. Chinarov ; M. Menzinger
Inductive Bias in Recurrent Neural Networks / S. Snyders ; C.W. Omlin
Accelerating the Convergence of EM-Based Training Algorithms for RBF Networks / M. Lázaro ; I. Santamaría ; C. Pantaleón
Expansive and Competitive Neural Networks / J.A. Gomez-Ruiz ; J. Muñoz-Perez ; E. Lopez-Rubio ; M.A. Garcia-Bernal
Fast Function Approximation with Hierarchical Neural Networks and Their Application to a Reinforcement Learning Agent / J. Fischer ; R. Breithaupt ; M. Bode
Two Dimensional Evaluation Reinforcement Learning / H. Okada ; H. Yamakawa ; T. Omori
Comparing the Learning Processes of Cognitive Distance Learning and Search Based Agent / Y. Miyamoto
Selective Learning for Multilayer Feedforward Neural Networks / A.P. Engelbrecht
Connectionist Models of Cortico-Basal Ganglia Adaptive Neural Networks During Learning of Motor Sequential Procedures / J. Molina Vilaplana ; J. Feliú Batlle ; J. López Coronado
Practical Consideration on Generalization Property of Natural Gradient Learning
Novel Training Algorithm Based on Quadratic Optimisation Using Neural Networks / G. Arulampalam ; A. Bouzerdoum
Non-symmetric Support Vector Machines
Natural Gradient Learning in NLDA Networks / J.R. Dorronsoro ; A. González ; C. Santa Cruz
AUTOWISARD: Unsupervised Modes for the WISARD / I. Wickert ; F.M.G. França
Neural Steering: Difficult and Impossible Sequential Problems for Gradient Descent / G. Milligan ; M.K. Weir ; J.P. Lewis
Analysis of Scaling Exponents of Waken and Sleeping Stage in EEG / J.-M. Lee ; D.-J. Kim ; I.-Y. Kim ; S.I. Kim
Model Based Predictive Control Using Genetic Algorithms. Application to Greenhouses Climate Control / X. Blasco ; M. Martínez ; J. Senent ; J. Sanchis
Nonlinear Parametric Model Identification with Genetic Algorithms. Application to a Thermal Process / J.M. Herrero
A Comparison of Several Evolutionary Heuristics for the Frequency Assignment Problem / C. Cotta ; J.M. Troya
GA Techniques Applied to Contour Search in Images of Bovine Livestock / H.M. González Velasco ; C.J. García Orellana ; M. Macías Macías ; M.I. Acevedo Sotoca
Richer Network Dynamics of Intrinsically Non-regular Neurons Measured through Mutual Information / F. Rodríguez ; R. Huerta ; M.I. Rabinovich ; H.D.I. Abarbanel
RBF Neural Networks, Multiobjective Optimization and Time Series Forecasting / J. González ; I. Rojas ; H. Pomares ; J. Ortega
Evolving RBF Neural Networks / V.M. Rivas ; P.A. Castillo ; J.J. Merelo
Evolutionary Cellular Configurations for Designing Feed-Forward Neural Networks Architectures / G. Gutiérrez ; P. Isasi ; J.M. Molina ; A. Sanchís ; I.M. Galván
A Recurrent Multivalued Neural Network for the N-Queens Problem / E. Mérida ; J. Muñoz ; R. Benítez
A Novel Approach to Self-Adaptation of Neuro-Fuzzy Controllers in Real Time / M. Damas
Expert Mutation Operators for the Evolution of Radial Basis Function Neural Networks / M. Salmerón
Studying Neural Networks of Bifurcating Recursive Processing Elements - Quantitative Methods for Architecture Design and Performance Analysis / E. Del Moral Hernandez
Topology-Preserving Elastic Nets / V. Tereshko
Optimization with Linear Constraints in the Neural Network / M. Oota ; N. Ishii ; K. Yamauchi ; M. Nakamura
Optimizing RBF Networks with Cooperative/Competitive Evolution of Units and Fuzzy Rules / A.J. Rivera ; A. Prieto
Study of Chaos in a Simple Discrete Recurrence Neural Network / J.D. Piñeiro ; R.L. Marichal ; L. Moreno ; J.F. Sigut ; E.J. González
Genetic Algorithm versus Scatter Search and Solving Hard MAX-W-SAT Problems / H. Drias
A New Approach to Evolutionary Computation: Segregative Genetic Algorithms (SEGA) / M. Affenzeller
Evolution of Firms in Complex Worlds: Generalized NK Model / N. Jacoby
Learning Adaptive Parameters with Restricted Genetic Optimization Method / S. Garrido
Solving NP-Complete Problems with Networks of Evolutionary Processors / J. Castellanos ; C. Martín-Vide ; V. Mitrana ; J.M. Sempere
Using SOM for Neural Network Visualization / G. Romero
Comparison of Supervised Self-Organizing Maps Using Euclidian or Mahalanobis Distance in Classification Context / F. Fessant ; P. Aknin ; L. Oukhellou ; S. Midenet
Introducing Multi-objective Optimization in Cooperative Coevolution of Neural Networks / N. García-Pedrajas ; E. Sanz-Tapia ; D. Ortiz-Boyer ; C. Hervás-Martínez
STAR - Sparsity through Automated Rejection / R. Burbidge ; M. Trotter ; B. Buxton ; S. Holden
Ordinal Regression with K-SVCR Machines / C. Angulo ; A. Català
Large Margin Nearest Neighbor Classifiers / S. Bermejo ; J. Cabestany
Reduced Support Vector Selection by Linear Programs / W.A. Fellenz
Edge Detection in Noisy Images Using the Support Vector Machines / H. Gómez-Moreno ; S. Maldonado-Bascón ; F. López Ferreras
Initialization in Genetic Algorithms for Constraint Satisfaction Problems / C.R. Vela ; R. Varela ; J. Puente
Evolving High-Posterior Self-Organizing Maps / J. Muruzábal
Using Statistical Techniques to Predict GA Performance / R. Nogueras
Multilevel Genetic Algorithm for the Complete Development of ANN / J. Dorado ; A. Santos ; J.R. Rabuñal
Graph Based GP Applied to Dynamical Systems Modeling / A.M. López ; H. López ; L. Sánchez
Nonlinear System Dynamics in the Normalisation Process of a Self-Organising Neural Network for Combinatorial Optimisation / T. Kwok ; K.A. Smith
Continuous Function Optimisation via Gradient Descent on a Neural Network Approxmiation Function / J.N.D. Gupta
An Evolutionary Algorithm for the Design of Hybrid Fiber Optic-Coaxial Cable Networks in Small Urban Areas / P. Cortés ; F. Guerrero ; D. Canca ; J.M. García
Channel Assignment for Mobile Communications Using Stochastic Chaotic Simulated Annealing / S. Li ; L. Wang
Artificial Intelligence and Cognitive Processes
Seeing is Believing: Depictive Neuromodelling of Visual Awareness / I. Aleksander ; H. Morton ; B. Dunmall
DIAGEN-WebDB: A Connectionist Approach to Medical Knowledge Representation and Inference / R. Martínez ; J.R. Álvarez
Conceptual Spaces as Voltage Maps / J. Aisbett ; Gibbon
Determining Hyper-planes to Generate Symbolic Rules / G. Bologna
Automatic Symbolic Modelling of Co-evolutionarily Learned Robot Skills / A. Ledezma ; A. Berlanga ; R. Aler
ANNs and the Neural Basis for General Intelligence / J.G. Wallace ; K. Bluff
Knowledge and Intelligence / J.C. Herrero
Conjecturing the Cognitive Plausibility of an ANN Theorem-Prover / M.O. Vilela ; P.M.V. Lima
Author Index
Foundations of Connectionism and Biophysical Models of Neurons
Dendrites: The Last-Generation Computers / O. Herreras ; J.M. Ibarz ; L. López-Aguado ; P. Varona
Homogeneity in the Electrical Activity Pattern as a Function of Intercellular Coupling in Cell Networks / E. Andreu ; R. Pomares ; B. Soria ; J.V. Sanchez-Andres
3.

図書

図書
José Mira, Alberto Prieto (eds.)
出版情報: Berlin : Springer, c2001  xxvii, 848 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 2085 . 6th International Work-Conference on Artificial and Natural Neural Networks, IWANN 2001, Granada, Spain, June 13-15, 2001 : proceedings ; pt. 2
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Bio-inspired Systems and Engineering
From Embryonics to POEtic Machines / D. Mange ; A. Stauffer ; G. Tempesti ; C. Teuscher
Design and Codesign of Neuro-Fuzzy Hardware / L.M. Reyneri
A Field-Programmable Conductance Array IC for Biological Neurons Modeling / V. Douence ; S. Renaud-Le Masson ; S. Saïghi ; G. Le Masson
A 2-by-n Hybrid Cellular Automaton Implementation Using a Bio-Inspired FPGA / H.F. Restrepo
Parametric Neurocontroller for Positioning of an Anthropomorfic Finger Based on an Oponent Driven-Tendon Transmission System / J.I. Mulero ; J. Feliú Batlle ; J. López Coronado
An Integration Principle for Multimodal Sensor Data Based on Temporal Coherence of Self-Organized Patterns / E.I. Barakova
Simultaneous Parallel Processing of Object and Position by Temporal Correlation / L.F. Lago-Fernández ; G. Deco
Methodology for Nets Design, Nets Simulation and Implementation
NeuSim: A Modular Neural Networks Simulator for Beowulf Clusters / C.J. García Orellana ; R. Gallardo Caballero ; H.M. González Velasco ; F.J. López Aligué
Curved Kernel Neural Network for Functions Approximation / P. Bourret ; B. Pelletier
Repeated Measures Multiple Comparison Procedures Applied to Model Selection in Neural Networks / E. Guerrero Vázquez ; A. Yañez Escolano ; P. Galindo Raiño ; J. Pizarro Junquera
Extension of HUMANN for Dealing with Noise and with Classes of Different Shape and Size: A Parametric Study / P. García Báez ; C.P. Suárez Araujo ; P. Fernández López
Evenet 2000: Designing and Training Arbitrary Neural Networks in Java / E.J. González ; A.F. Hamilton ; L. Moreno ; J.F. Sigut ; R.L. Marichal
Neyman-Pearson Neural Detectors / D. Andina ; J.L. Sanz-González
Optimal Genetic Representation of Complete Strictly-Layered Feedforward Neural Networks / P. Rousset ; C. Guinot ; S. Raptis ; S. Tzafestas ; H. Karagianni
Assessing the Noise Immunity of Radial Basis Function Neural Networks / J.L. Bernier ; J. González ; A. Cañas ; J. Ortega
Analyzing Boltzmann Machine Parameters for Fast Convergence / F.J. Salcedo ; A. Prieto
A Penalization Criterion Based on Noise Behaviour for Model Selection / P. Galindo Riaño
Image Processing
Wood Texture Analysis by Combining the Connected Elements Histogram and Artificial Neural Networks / M.A. Patricio Guisado ; D. Maravall Gómez-Allende
Dynamic Topology Networks for Colour Image Compression / E. López-Rubio ; J. Muñoz-Pérez ; J.A. Gómez-Ruiz
Analysis on the Viewpoint Dependency in 3-D Object Recognition by Support Vector Machines / T. Hayasaka ; E. Ohnishi ; S. Nakauchi ; S. Usui
A Comparative Study of Two Neural Models for Cloud Screening of Iberian Peninsula Meteosat Images / M. Macías Macías ; A. Serrano Pérez ; A. Astilleros Vivas
A Growing Cell Neural Network Structure for Off-Line Signature Recognition / K. Toscano-Medina ; G. Sanchez-Perez ; M. Nakano-Miyatake ; H. Perez-Meana
ZISC-036 Neuro-processor Based Image Processing / K. Madani ; G. de Trémiolles ; P. Tannhof
Self-Organizing Map for Hyperspectral Image Analysis / P. Martínez ; P.L. Aguilar ; R.M. Pérez ; M. Linaje ; J.C. Preciado ; A. Plaza
Classification of the Images of Gene Expression Patterns Using Neural Networks Based on Multi-valued Neurons / I. Aizenberg ; E. Myasnikova ; M. Samsonova
Image Restoration Using Neural Networks / S. Ghennam ; K. Benmahammed
Automatic Generation of Digital Filters by NN Based Learning: An Application on Paper Pulp Inspection / P. Campoy-Cervera ; D.F. Muñoz García ; D. Peña ; J.A. Calderón-Martínez
Image Quality Enhancement for Liquid Bridge Parameter Estimation with DTCNN / M.A. Jaramillo ; J. Álvaro Fernández ; J.M. Montanero ; F. Zayas
Neural Network Based on Multi-valued Neurons: Application in Image Recognition, Type of Blur and Blur Parameters Identification / N. Aizenberg ; C. Butakoff
Analyzing Wavelets Components to Perform Face Recognition / P. Isasi ; M. Velasco ; J. Segovia
Man-Machine Voice Interface Using a Commercially Available Neural Chip / N.J. Medraño-Marqués ; B. Martín-del-Brío
Partial Classification in Speech Recognition Verification / G. Hernández Ábrego ; I. Torres Sánchez
Speaker Recognition Using Gaussian Mixtures Model / E. Simancas-Acevedo ; A. Kurematsu ; M. Nakano Miyatake
A Comparative Study of ICA Filter Structures Learnt from Natural and Urban Images / C. Ziegaus ; E.W. Lang
Neural Edge Detector - A Good Mimic of Conventional One Yet Robuster against Noise / K. Suzuki ; I. Horiba ; N. Sugie
Neural Networks for Image Restoration from the Magnitude of Its Fourier Transform / A. Burian ; J. Saarinen ; P. Kuosmanen
Medical Applications
An Automatic System for the Location of the Optic Nerve Head from 2D Images / M. Bachiller ; M. Rincón ; J. Mira ; J. García-Feijó
Can ICA Help Classify Skin Cancer and Benign Lesions? / C. Mies ; C. Bauer ; G. Ackermann ; W. Bäumler ; C. Abels ; C.G. Puntonet ; M. Rodríguez-Alvarez
An Approach Fractal and Analysis of Variogram for Edge Detection of Biomedical Images / L. Hamami ; N. Lassouaoui
Some Examples for Solving Clinical Problems Using Neural Networks / A.J. Serrano ; E. Soria ; G. Camps ; J.D. Martín ; N.V. Jiménez
Medical Images Analysis: An Application of Artificial Neural Networks in the Diagnosis of Human Tissues / E. Restum Antonio ; L. Biondi Neto ; V. De Roberto Junior ; F. Hideo Fukuda
Feature Selection, Ranking of Each Feature and Classification for the Diagnosis of Community Acquired Legionella Pneumonia / E. Monte ; J. Solé i Casals ; J.A. Fiz ; N. Sopena
Rotation-Invariant Image Association for Endoscopic Positional Identification Using Complex-Valued Associative Memories / H. Aoki ; E. Watanabe ; A. Nagata ; Y. Kosugi
A Multi Layer Perceptron Approach for Predicting and Modeling the Dynamical Behavior of Cardiac Ventricular Repolarisation / R. El Dajani ; M. Miquel ; P. Rubel
Detection of Microcalcifications in Mammograms by the Combination of a Neural Detector and Multiscale Feature Enhancement / A. Vega-Corona
An Auto-learning System for the Classification of Fetal Heart Rate Decelerative Patterns / B. Guijarro Berdiñas ; A. Alonso-Betanzos ; O. Fontenla-Romero ; O. Garcia-Dans ; N. Sádnchez Maroño
Neuro-Fuzzy Nets in Medical Diagnosis: The DIAGEN Case Study of Glaucoma / E. Carmona ; J. García Feijó ; M.G. de la Rosa
Robotics
Evolving Brain Structures for Robot Control / F. Pasemann ; U. Steinmetz ; M. Hülse ; B. Lara
A Cuneate-Based Network and Its Application as a Spatio-Temporal Filter in Mobile Robotics / E. Sánchez ; M. Mucientes ; S. Barro
An Application of Fuzzy State Automata: Motion Control of an Hexapod Walking Machine / D. Morano
Neural Adaptive Force Control for Compliant Robots / N. Saadia ; Y. Amirat ; J. Pontnaut ; A. Ramdane-Cherif
Reactive Navigation Using Reinforment Learning Techniques in Situations of POMDPs / P. Puliti ; G. Tascini ; A. Montesanto
Landmark Recognition for Autonomous Navigation Using Odometric Information and a Network of Perceptrons / J. de Lope Asiaín
Topological Maps for Robot's Navigation: A Conceptual Approach / F. de la Paz López ; J.R. Álvarez-Sánchez
Information Integration for Robot Learning Using Neural Fuzzy Systems / C. Zhou ; Y. Yang ; J. Kanniah
Incorporating Perception-Based Information in Reinforcement Learning Using Computing with Words / X. Jia
Cellular Neural Networks for Mobile Robot Vision / M. Balsi ; A. Maraschini ; G. Apicella ; S. Luengo ; J. Solsona ; X. Vilasís-Cardona
Learning to Predict Variable-Delay Rewards and Its Role in Autonomous Developmental Robotics / A. Pérez-Uribe ; M. Courant
Robust Chromatic Identification and Tracking / J. Ramírez ; G. Grittani
Sequence Learning in Mobile Robots Using Avalanche Neural Networks / G. Quero ; C. Chang
Investigating Active Pattern Recognition in an Imitative Game / S. Moga ; P. Gaussier ; M. Quoy
Towards an On-Line Neural Conditioning Model for Mobile Robots / E. Şahin
General Applications
A Thermocouple Model Based on Neural Networks / N. Medraño-Marqués ; R. del-Hoyo-Alonso
Improving Biological Sequence Property Distances Using a Genetic Algorithm / O.M. Perez ; F.J. Marin ; O. Trelles
Data Mining Applied to Irrigation Water Management / J.A. Botía ; A.F. Gómez Skarmeta ; M. Valdés ; A. Padilla
Classification of Specular Object Based on Statistical Learning Theory / T.S. Yun
On the Application of Heteroassociative Morphological Memories to Face Localization / B. Raducanu ; M. Graña
Early Detection and Diagnosis of Faults in an AC Motor Using Neuro Fuzzy Techniques: FasArt+ Fuzzy k Nearest Neighbors / J. Juez ; G.I. Sainz ; E.J. Moya ; J.R. Perán
Knowledge-Based Neural Networks for Modelling Time Series / J. van Zyl ; C.W. Omlin
Using Artificial Neural Network to Define Fuzzy Comparators in FSQL with the Criterion of Some Decision-Maker / R. Carrasco ; J. Galindo ; A. Vila
Predictive Classification for Integrated Pest Management by Clustering in NN Output Space / M. Salmerón ; D. Guidotti ; R. Petacchi
Blind Source Separation in the Frequency Domain: A Novel Solution to the Amplitude and the Permutation Indeterminacies / A. Dapena ; L. Castedo
Evaluation, Classification and Clustering with Neuro-Fuzzy Techniques in Integrate Pest Management / E. Bellei ; I. Rizzi
Inaccessible Parameters Monitoring in Industrial Environment: A Neural Based Approach / I. Berechet
Autoorganized Structures for Extraction of Perceptual Primitives / M. Penas ; M.J. Carreira ; M.G. Penedo
Real-Time Wavelet Transform for Image Processing on the Cellular Neural Network Universal Machine / V.M. Preciado
OBLIC: Classification System Using Evolutionary Algorithm / J.L. Alvarez ; J. Mata ; J.C. Riquelme
Design of a Pre-processing Stage for Avoiding the Dependence on TSNR of a Neural Radar Detector / P. Jarabo Amores ; M. Rosa Zurera ; F. López Ferreras
Foetal Age and Weight Determination Using a Lateral Interaction Inspired Net / A. Fernández-Caballero ; F.J. Gómez ; M.A. Fernández
Inference of Stochastic Regular Languages through Simple Recurrent Networks with Time Dealys / G.A. Casañ ; M.A. Castaño
Is Neural Network a Reliable Forecaster on Earth? A MARS Query! / A. Abraham ; D. Steinberg
Character Feature Extraction Using Polygonal Projection Sweep (Contour Detection) / R.J. Rodrigues ; G.K. Vianna ; A.C.G. Thomé
Using Contextual Information to Selectively Adjust Preprocessing Parameters / P. Neskovic ; L.N. Cooper
Electric Power System's Stability Assessment and Online-Provision of Control Actions Using Self-Organizing Maps / C. Leder ; C. Rehtanz
Neural Networks for Contingency Evaluation and Monitoring in Power Systems / F. García-Lagos ; G. Joya ; F.J. Marín ; F. Sandoval
Hybrid Framework for Neuro-dynamic Programming Application to Water Supply Networks / M. Damas ; M. Salmeródn ; G. Olivares
Classification of Disturbances in Electrical Signals Using Neural Networks / C. León ; A. López ; J.C. Montaño ; Í. Monedero
Neural Classification and "Traditional" Data Analysis: An Application to Households' Living Conditions / S. Ponthieux ; M. Cottrell
Nonlinear Synthesis of Vowels in the LP Residual Domain with a Regularized RBF Network / E. Rank ; G. Kubin
Nonlinear Vectorial Prediction with Neural Nets / M. Faúndez-Zanuy
Separation of Sources Based on the Partitioning of the Space of Observations / M. Rodríguez-Álvarez ; I. Rojas
Adaptive ICA with Order Statistics in Multidmensional Scenarios / Y. Blanco ; S. Zazo ; J.M. Paez-Borrallo
Pattern Repulsion Revistited / Fabian J. Theis ; C. Puntonet
The Minimum Entropy and Cumulants Based Contrast Functions for Blind Source Extraction / S. Cruces ; A. Cichocki ; S.-I. Amari
Feature Extraction in Digital Mammography: An Independent Component Analysis Approach / A. Koutras ; I. Christoyianni ; E. Dermatas ; G. Kokkinakis
Blind Source Separation in Convolutive Mixtures: A Hybrid Approach for Colored Sources / F. Abrard ; Y. Deville
A Conjugate Gradient Method and Simulated Annealing for Blind Separation of Sources / R. Martín-Clemente ; J.I. Acha
The Problem of Overlearning in High-Order ICA Approaches: Analysis and Solutions / J. Särelä ; R. Vigário
Equi-convergence Algorithm for Blind Separation of Sources with Arbitrary Distributions / L.-Q. Zhang ; S. Amari
Separating Convolutive Mixtures by Mutual Information Minimization / M. Babaie-Zadeh ; C. Jutten ; K. Nayebi
Author Index
Foundations of Connectionism and Biophysical Models of Neurons
Dendrites: The Last-Generation Computers / O. Herreras ; J.M. Ibarz ; L. López-Aguado ; P. Varona
Homogeneity in the Electrical Activity Pattern as a Function of Intercellular Coupling in Cell Networks / E. Andreu ; R. Pomares ; B. Soria ; J.V. Sanchez-Andres
A Realistic Computational Model of the Local Circuitry of the Cuneate Nucleus / J. Mariño ; A. Canedo
Algorithmic Extraction of Morphological Statistics from Electronic Archives of Neuroanatomy / R. Scorcioni ; G.A. Ascoli
What Can We Compute with Lateral Inhibition Circuits? / A.E. Delgado
Neuronal Models with Current Inputs / J. Feng
Decoding the Population Responses of Retinal Ganglions Cells Using Information Theory / J.M. Ferrández ; M. Bongard ; F. García de Quirós ; J.A. Bolea ; J. Ammermüller ; R.A. Normann ; E. Fernández
Numerical Study of Effects of Co-transmission by Substance P and Acetylcholine on Synaptic Plasticity in Myenteric Neurons / R. Miftakov ; J. Christensen
Neurobiological Modeling of Bursting Response During Visual Attention / R. Rajimehr ; L. Montaser Kouhsari
Sensitivity of Simulated Striate Neurons to Cross-Like Stimuli Based on Disinhibitory Mechanism / K.A. Saltykov ; I.A. Shevelev
Synchronisation Mechanisms in Neuronal Networks / S. Chillemi ; M. Barbi ; A. Di Garbo
Detection of Oriented Repetitive Alternating Patterns in Color Images (A Computational Model of Monkey Grating Cells) / T. Lourens ; H.G. Okuno ; H. Kitano
Synchronization in Brain - Assessment by Electroencephalographic Signals / E. Pereda ; J. Bhattacharya
Strategies for the Optimization of Large Scale Networks of Integrate and Fire Neurons / M.A. Sánchez-Montañés
Structural and Functional Models of Neurons
A Neural Network Model of Working Memory (Processing of "What" and "Where" Information) / T. Minami ; T. Inui
Orientation Selectivity of Intracortical Inhibitory Cells in the Striate Visual Cortex: A Computational Theory and a Neural Circuitry / M.N. Shirazi
Interpreting Neural Networks in the Frame of the Logic of Lukasiewicz / C. Moraga ; L. Salinas
Time-Dispersive Effects in the J. Gonzalo's Research on Cerebral Dynamics / I. Gonzalo ; M.A. Porras
Verifying Properties of Neural Networks / P. Rodrigues ; J.F. Costa ; H.T. Siegelmann
Algorithms and Implementation Architectures for Hebbian Neural Networks / J.A. Berzal ; P.J. Zufiria
The Hierarchical Neuro-Fuzzy BSP Model: An Application in Electric Load Forecasting / F.J. de Souza ; M.M.R. Vellasco ; M.A.C. Pacheco
The Chemical Metaphor in Neural Computation / J. Barahona da Fonseca ; I. Barahona da Fonseca ; J. Simões da Fonseca
The General Neural-Network Paradigm for Visual Cryptography / T.-W. Yue ; S. Chiang
II-DTB, Discrete Time Backpropagation with Product Units / J. Santos ; R.J. Duro
Neocognitron-Type Network for Recognizing Rotated and Shifted Patterns with Reduction of Resources / S. Satoh ; S. Miyake ; H. Aso
Classification with Synaptic Radial Basis Units / J.D. Buldain
A Randomized Hypercolumn Model and Gesture Recognition / N. Tsuruta ; Y. Yoshiki ; T. El. Tobely
Heterogeneous Kohonen Networks / S. Negri ; L.A. Belanche
Divided-Data Analysis in a Financial Case Classification with Multi-dendritic Neural Networks
Neuro Fuzzy Systems: State-of-the-Art Modeling Techniques
Generating Linear Regression Rules from Neural Networks Using Local Least Squares Approximation / Setiono
Speech Recognition Using Fuzzy Second-Order Recurrent Neural Networks / A. Blanco ; M. Delgado ; M.C. Pegalajar ; I. Requena
A Measure of Noise Immunity for Functional Networks / E. Castillo ; B. Guijarro-Berdinas
A Functional-Neural Network for Post-Nonlinear Independent Component Analysis / O. Fontenla Romero ; B. Guijarro Berdinnas ; A. Alonso Betanzos
Optimal Modular Feedfroward Neural Nets Based on Functional Network Architectures / A.S. Cofiño ; J.M. Gutiérrez
Optimal Transformations in Multiple Linear Regression Using Functional Networks / A.S. Hadi ; B. Lacruz
Learning and Other Plasticity Phenomena, and Complex Systems Dynamics
Generalization Error and Training Error at Singularities of Multilayer Perceptrons / T. Ozeki ; H. Park
Bistable Gradient Neural Networks: Their Computational Properties / V. Chinarov ; M. Menzinger
Inductive Bias in Recurrent Neural Networks / S. Snyders
Accelerating the Convergence of EM-Based Training Algorithms for RBF Networks / M. Lázaro ; I. Santamaría ; C. Pantaleón
Expansive and Competitive Neural Networks / J.A. Gomez-Ruiz ; J. Muñoz-Perez ; E. Lopez-Rubio ; M.A. Garcia-Bernal
Fast Function Approximation with Hierarchical Neural Networks and Their Application to a Reinforcement Learning Agent / J. Fischer ; R. Breithaupt ; M. Bode
Two Dimensional Evaluation Reinforcement Learning / H. Okada ; H. Yamakawa ; T. Omori
Comparing the Learning Processes of Cognitive Distance Learning and Search Based Agent / Y. Miyamoto
Selective Learning for Multilayer Feedforward Neural Networks / A.P. Engelbrecht
Connectionist Models of Cortico-Basal Ganglia Adaptive Neural Networks During Learning of Motor Sequential Procedures / J. Molina Vilaplana
Practical Consideration on Generalization Property of Natural Gradient Learning
Novel Training Algorithm Based on Quadratic Optimisation Using Neural Networks / G. Arulampalam ; A. Bouzerdoum
Non-symmetric Support Vector Machines
Natural Gradient Learning in NLDA Networks / J.R. Dorronsoro ; A. González ; C. Santa Cruz
AUTOWISARD: Unsupervised Modes for the WISARD / I. Wickert ; F.M.G. França
Neural Steering: Difficult and Impossible Sequential Problems for Gradient Descent / G. Milligan ; M.K. Weir ; J.P. Lewis
Analysis of Scaling Exponents of Waken and Sleeping Stage in EEG / J.-M. Lee ; D.-J. Kim ; I.-Y. Kim ; S.I. Kim
Model Based Predictive Control Using Genetic Algorithms. Application to Greenhouses Climate Control / X. Blasco ; M. Martínez ; J. Senent ; J. Sanchis
Nonlinear Parametric Model Identification with Genetic Algorithms. Application to a Thermal Process / J.M. Herrero
A Comparison of Several Evolutionary Heuristics for the Frequency Assignment Problem / C. Cotta ; J.M. Troya
GA Techniques Applied to Contour Search in Images of Bovine Livestock / M.I. Acevedo Sotoca
Richer Network Dynamics of Intrinsically Non-regular Neurons Measured through Mutual Information / F. Rodríguez ; R. Huerta ; M.I. Rabinovich ; H.D.I. Abarbanel
RBF Neural Networks, Multiobjective Optimization and Time Series Forecasting / H. Pomares
Evolving RBF Neural Networks / V.M. Rivas ; P.A. Castillo ; J.J. Merelo
Evolutionary Cellular Configurations for Designing Feed-Forward Neural Networks Architectures / G. Gutiérrez ; J.M. Molina ; A. Sanchís ; I.M. Galván
A Recurrent Multivalued Neural Network for the N-Queens Problem / E. Mérida ; J. Muñoz ; R. Benítez
A Novel Approach to Self-Adaptation of Neuro-Fuzzy Controllers in Real Time
Expert Mutation Operators for the Evolution of Radial Basis Function Neural Networks
Studying Neural Networks of Bifurcating Recursive Processing Elements - Quantitative Methods for Architecture Design and Performance Analysis / E. Del Moral Hernandez
Topology-Preserving Elastic Nets / V. Tereshko
Optimization with Linear Constraints in the Neural Network / M. Oota ; N. Ishii ; K. Yamauchi ; M. Nakamura
Optimizing RBF Networks with Cooperative/Competitive Evolution of Units and Fuzzy Rules / A.J. Rivera
Study of Chaos in a Simple Discrete Recurrence Neural Network / J.D. Piñeiro
Genetic Algorithm versus Scatter Search and Solving Hard MAX-W-SAT Problems / H. Drias
A New Approach to Evolutionary Computation: Segregative Genetic Algorithms (SEGA) / M. Affenzeller
Evolution of Firms in Complex Worlds: Generalized NK Model / N. Jacoby
Learning Adaptive Parameters with Restricted Genetic Optimization Method / S. Garrido
Solving NP-Complete Problems with Networks of Evolutionary Processors / J. Castellanos ; C. Martín-Vide ; V. Mitrana ; J.M. Sempere
Using SOM for Neural Network Visualization / G. Romero
Comparison of Supervised Self-Organizing Maps Using Euclidian or Mahalanobis Distance in Classification Context / F. Fessant ; P. Aknin ; L. Oukhellou ; S. Midenet
Introducing Multi-objective Optimization in Cooperative Coevolution of Neural Networks / N. García-Pedrajas ; E. Sanz-Tapia ; D. Ortiz-Boyer ; C. Hervás-Martínez
STAR - Sparsity through Automated Rejection / R. Burbidge ; M. Trotter ; B. Buxton ; S. Holden
Ordinal Regression with K-SVCR Machines / C. Angulo ; A. Català
Large Margin Nearest Neighbor Classifiers / S. Bermejo ; J. Cabestany
Reduced Support Vector Selection by Linear Programs / W.A. Fellenz
Edge Detection in Noisy Images Using the Support Vector Machines / H. Góimez-Moreno ; S. Maldonado-Bascón
Initialization in Genetic Algorithms for Constraint Satisfaction Problems / C.R. Vela ; R. Varela ; J. Puente
Evolving High-Posterior Self-Organizing Maps / J. Muruzábal
Using Statistical Techniques to Predict GA Performance / R. Nogueras
Multilevel Genetic Algorithm for the Complete Development of ANN / J. Dorado ; A. Santos ; J.R. Rabuñal
Graph Based GP Applied to Dynamical Systems Modeling / A.M. López ; H. López ; L. Sánchez
Nonlinear System Dynamics in the Normalisation Process of a Self-Organising Neural Network for Combinatorial Optimisation / T. Kwok ; K.A. Smith
Continuous Function Optimisation via Gradient Descent on a Neural Network Approxmiation Function / J.N.D. Gupta
An Evolutionary Algorithm for the Design of Hybrid Fiber Optic-Coaxial Cable Networks in Small Urban Areas / P. Cortiés ; F. Guerrero ; D. Canca ; J.M. García
Channel Assignment for Mobile Communications Using Stochastic Chaotic Simulated Annealing / S. Li ; L. Wang
Artificial Intelligence and Cognitive Processes
Seeing is Believing: Depictive Neuromodelling of Visual Awareness / I. Aleksander ; H. Morton ; B. Dunmall
DIAGEN-WebDB: A Connectionist Approach to Medical Knowledge Representation and Inference / R. Martínez ; J.R. Álvarez
Conceptual Spaces as Voltage Maps / J. Aisbett ; G. Gibbon
Determining Hyper-planes to Generate Symbolic Rules / G. Bologna
Automatic Symbolic Modelling of Co-evolutionarily Learned Robot Skills / A. Ledezma ; A. Berlanga ; R. Aler
ANNs and the Neural Basis for General Intelligence / J.G. Wallace ; K. Bluff
Knowledge and Intelligence / J.C. Herrero
Conjecturing the Cognitive Plausibility of an ANN Theorem-Prover / I.M.O. Vilela ; P.M.V. Lima
Bio-inspired Systems and Engineering
From Embryonics to POEtic Machines / D. Mange ; A. Stauffer ; G. Tempesti ; C. Teuscher
Design and Codesign of Neuro-Fuzzy Hardware / L.M. Reyneri
4.

図書

図書
Josef Kittler, Fabio Roli (eds.)
出版情報: Berlin ; Tokyo : Springer, c2001  xii, 456 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 2096
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5.

図書

図書
Georg Dorffner, Horst Bischof, Kurt Hornik (eds.)
出版情報: Berlin ; Tokyo : Springer, c2001  xxii, 1259 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 2130
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図書

図書
Co-sponsored by Institute of Electrical and electronic Engineers (IEEE), IEEE Neural Networks Council (NNC), Evolutionary Programming Society (EPS), Institution of Electrical Engineers (IEE), Institute of Control, Automation and Systems Engineers, Korea (ICASE)
出版情報: Piscataway, N.J. : IEEE Service Center, [2001]  2 v. ; 30 cm
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7.

図書

図書
editors, Cihan H. Dagli ... [et al.]
出版情報: New York : ASME Press, 2001  xx, 1052 p. ; 24 cm
シリーズ名: ASME Press series on intelligent engineering systems through artificial neural networks ; v. 11
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図書

図書
organized by the IEEE Signal Processing Society Neural Neteorks Technical Committe ; edited by David J. Miller ... [et al.]
出版情報: New York : Institute of Electrical and Electronics Engineers, c2001  x, 578 p. ; 23 cm
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図書

図書
Nasser M. Nasrabadi, Aggelos K. Katsaggelos, chairs/editors ; sponsored by IS&T--the Society for Imaging Science and Technology [and] SPIE--the International Society for Optical Engineering ; published by SPIE--the International Society fot Optical Engineering
出版情報: Bellingham, Washington : SPIE, c2001  vii, 182 p. ; 28 cm
シリーズ名: Proceedings / SPIE -- the International Society for Optical Engineering ; v. 4305
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10.

図書

図書
Bruno Bosacchi, David B. Fogel, James C. Bezdek, chairs/editors ; sponsored and published by SPIE--the International Society for Optical Engineering
出版情報: Bellingham, Washington : SPIE, c2001  xi, 198 p. ; 28 cm
シリーズ名: Proceedings / SPIE -- the International Society for Optical Engineering ; v. 4479
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