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1.

図書

図書
co-sponsored by Institute of Electrical and Electronics Engineers (IEEE), IEEE Neural Networks Society (NNS), Institution of Electrical Engineering (IEE), Evolutionary Programming Society (EPS)
出版情報: Piscataway : IEEE Service Center, [2002]  2 v. ; 30 cm
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2.

図書

図書
Fabio Roli, Josef Kittler (eds.)
出版情報: Berlin : Springer, c2002  xi, 335 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 2364
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3.

図書

図書
José R. Dorronsoro (ed.)
出版情報: Berlin ; Tokyo : Springer, c2002  xxviii, 1382 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 2415
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4.

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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5.

図書

図書
editor, M.H. Hamza ; [sponsors, the International Association of Science and Technology for Development (IASTED), the IASTED Technical Committee on Neural Networks]
出版情報: Anaheim, Calif. : IASTED/ACTA Press, c2000  154 p. ; 28 cm
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6.

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
7.

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
8.

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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9.

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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10.

図書

図書
Nikunj C. Oza ... [et al.] (eds.)
出版情報: Berlin : Springer, c2005  xii, 430 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 3541
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