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ORCID4. IWANN 1997: Lanzarote, Canary Islands, Spain
- José Mira, Roberto Moreno-Díaz, Joan Cabestany:
Biological and Artificial Computation: From Neuroscience to Technology, International Work-Conference on Artificial and Natural Neural Networks, IWANN '97, Lanzarote, Canary Islands, Spain, June 4-6, 1997, Proceedings. Lecture Notes in Computer Science 1240, Springer 1997, ISBN 3-540-63047-3
Biological Foundations of Neural Computation
- Javier De Felipe:
Microcircuits in the Brain. 1-14 - José Mira, Ana E. Delgado García:
Some Reflections on the Relationships Between Neuroscience and Computation. 15-26 - Casto Rivadulla, Javier Cudeiro
:
Different Types of Temporal Correlations Obtained in Pairs of Thalamic Visual Neurons Suggest Different Functional Patterns of Connectivity. 27-34 - Enrique M. Muro, Pedro Isasi, Miguel A. Andrade, Federico Morán:
Development of On-Off and Off-On Receptive Fields Using a Semistochastic Model. 35-43 - Shuy Shoham, Remus Osan, Josef Ammermüller, Almut Branner, Eduardo Fernández, Richard A. Normann:
The Classification of Spatial, Chromatic, and Intensity Features of Simple Visual Stimuli by a Network of Retinal Ganglion Cells. 44-53 - Igor A. Shevelev, Konstantin A. Saltykov, George A. Sharaev:
Geometric Model of Orientation Tuning Dynamics in Striate Neurons. 54-60 - J. A. Luis de la Iglesia, C. López-García:
Neuronal Circuitry in the Medial Cerebral Cortex of Lizards. 61-71 - Rafael Alonso Solís, Ignacio López-Coviella, Francisco Javier Hernández Díaz, Pedro Abreu González, Eduardo Salido Ruíz, L. Tabares:
Interactions Between Environmental and Hormonal Oscillations Induce Plastic Changes in a Simple Neuroendocrine Transducer. 72-81 - Pablo Varona, José Manuel Ibarz, Juan Alberto Sirüenza, Oscar Herreras:
Current Source Density Analysis as a Tool to Constrain the Parameter Space in Hippocampal CAI Neuron Models. 82-90 - Nico Stollenwerk, Liset Menendez de la Prida, Juan Vicente Sánchez-Andrés:
Spontaneous Activity of Hippocampal Cells in Various Physiological States. 91-102 - Boris Aleksandrovsky, Fernando Brücher, Gary Lynch, Richard Granger:
Neural Network Model of Striatal Complex. 103-115 - Thomas J. Anastasio:
Symmetry and Self-Organization of the Oculo-Motor Neural Integrator. 116-123 - José María Delgado-García, Agnès Gruart, J. A. Domingo, J. A. Trigo:
Quantal Neural Mechanisms Underlying Movement Execution and Motor Learning. 124-132 - Jeffrey L. Krichmar, Giorgio A. Ascoli, Lawrence Hunter, James Leland Olds:
A Model of Cerebellar Saccadic Motor Learning Using Qualitative Reasoning. 133-145 - Etelvina Andreu, Raquel Pomares, Bernat Soria, Juan Vicente Sánchez-Andrés:
Balance Between Intercellular Coupling and Input Resistence as a Necessary Requirement for Oscillatory Electrical Activity in Pancreatic beta-Cells. 146-153 - Liset Menendez de la Prida, Juan Vicente Sánchez-Andrés:
Mechanisms of Synchronization in the Hyppocampus and Its Role Along Development. 154-161 - R. M. Reyes, Conrado J. Pérez Vicente:
Analysis of Synfire Chains Above Saturation. 162-168 - Isabel Gonzalo:
Allometry in the Justo Gonzalo's Model of the Sensorial Cortex. 169-177
Formal Tools and Computational Models of Neurons and Neural Net Architectures
- Roberto Moreno-Díaz:
System Models of Retinal Cells: A Classical Example. 178-194 - José Mira, Juan Carlos Herrero, Ana E. Delgado García:
A Generic Formulation of Neural Nets as a Model of Parallel and Self-Programming Computation. 195-206 - Juan Miguel Santos, Lidia Szczupak:
Using an Artificial Neural Network for Studying the Interneuronal Layer of a Leech Neuronal Circuit. 207-216 - Victor Giménez, Margarita Pérez-Castellanos, J. Rios Carrion, Luis Fernando de Mingo López:
Capacity and Parasitic Fixed Points Control in a Recursive Neural Network. 217-226 - Melanie Hilario, Ahmed Rida:
The Use of Prior Knowledge in Neural Network Configuration and Training. 227-236 - Julio J. Valdés, Ricardo García:
A Model for Heterogeneous Neurons and Its Use in Configuring Neural Networks for Classification Problems. 237-246 - Mehdi N. Shirazi, Yoshikazu Nishikawa:
A Computation Theory for Orientation-Selective Simple Cells Based on the MAP Estimation Principle and Markov Random Fields. 247-256 - Anthony C. C. Coolen, Laura Viana:
Competition Between Feed-Forward and Lateral Information Processing in Layered Neural Networks. 257-264 - Berthold Ruf:
Computing Functions with Spiking Neurons in Temporal Coding. 265-272 - Leonardo Maria Reyneri:
An Introduction to Fuzzy State Automata. 273-283 - Shun-ichi Amari, Noboru Murata:
Statistical Analysis of Regularization Constant - From Bayes, MDL and NIC Points of View. 284-293 - R. Sanz Guadarrama, Yannis A. Dimitriadis, Gregorio Ismael Sainz Palmero, J. Manuel Cano Izquierdo, Juan López Coronado:
Building Digital Libraries from Paper Documents, Using ART Based Neuro-Fuzzy Systems. 294-303 - José Santos Reyes, Manuel Cabarcos, Ramón P. Otero, José Mira:
Parallelization of Connectionist Models Based on a Symbolic Formalism. 304-312 - Montserrat García del Valle, Carlos J. García Orellana, Francisco Javier López Aligué, M. Isabel Acevedo Sotoca:
Generic Neural Network Model and Simulation Toolkit. 313-322 - Patrick M. Wong, Kok Wai Wong, Chun Che Fung, Tamás D. Gedeon:
A Neural-Fuzzy Technique for Interpolating Spatial Data via the Use of Learning Curve. 323-329 - Bao-Liang Lu, Masami Ito:
Task Decomposition Based on Class Relations: A Modular Neural Network Architecture for Pattern Classification. 330-339 - João Pedro Guerreiro Neto, José Félix Costa, Helder Coelho:
Lower Bounds of Computational Power of a Synaptic Calculus. 340-348 - Andreas Hadjiprocopis, Peter Smith:
Feed Forward Neural Network Entities. 349-359
Plasticity Phenomena (Maturing, Learning and Memory)
- J. G. (Iain) Wallace, Kevin Bluff:
Astrocytes and Slow Learning in the Formation of Distal Cortical Associations. 360-369 - László Orzó, Elemér Lábos:
Adaptation and Other Dynamic Effects on Neural Signal Transfer. 370-379 - Berthold Ruf, Michael Schmitt:
Hebbian Learning in Networks of Spiking Neurons Using Temporal Coding. 380-389 - Jun Nishii:
An Associative Learning Model for Coupled Neural Oscillators. 390-397 - Akira Imada, Keijiro Araki:
Random Perturbations to Hebbian Synapses of Associative Memory Using a Genetic Algorithm. 398-407 - Margarita Kuzmina, Irina Surina:
Phase Memory in Oscillatory Networks. 408-416 - Nabil H. Farhat, Emílio Del Moral Hernandez, Gee-Hyuk Lee:
Strategies for Autonomous Adaptation and Learning in Dynamical Networks. 417-426 - Winfried A. Fellenz:
Modeling in the Parallel Development of Multiple Featuremaps and Topography in Visual Cortex. 427-432 - Francisco de Borja Rodríguez Ortiz, Vicente López:
Stability and Hebbian Learning in Populations of Probabilistic Neurons. 433-442 - Hervé Dedieu, A. Flanagan, A. Robert:
Stochastic Approximation Techniques and Circuits and Systems Associated Tools for Neural Network Optimization. 443-452 - Mikel L. Forcada, Ramón P. Ñeco:
Recursive Hetero-associative Memories for Translation. 453-462 - Naum N. Aizenberg, Igor N. Aizenberg:
Universal Binary and Multi-values Neurons Paradigm: Conception, Learning, Applications. 463-472 - Ursula Iturranrán, Antonia J. Jones:
Learning a Markov Process with a Synchronous Boltzmann Machine. 473-482 - Yasuo Matsuyama:
The Alpha-EM Algorithm: A Block Connectable Generalized Learning Tool for Neural Networks. 483-492 - M. Asunción Castaño, Francisco Casacuberta, A. Bonet:
Training Simple Recurrent Networks Through Gradient Descent Algorithms. 493-500 - Santiago Rementeria, Xabier Olabe:
On Simultaneous Weight and Architecture Learning. 501-509 - Kalyani Govinda Char:
Evolution of Structure and Learning - A GP approach. 510-517
Complex System Dynamics
- Satoshi Maekawa, Hidefumi Sawai:
Self-Organizing Formation of Receptive Fields and Competitive Systems. 518-526 - Arnaud Ribert, Emmanuel Stocker, Yves Lecourtier, Abdel Ennaji:
Optimizing a Neural Network Architecture with an Adaptive Parameter Genetic Algorithm. 527-535 - Antonio Bahamonde, Enrique A. de la Cal, José Ranilla, Jaime Alonso:
Self-Organizing Symbolic Learned Rules. 536-545 - Jianfeng Feng, David Brown:
Viewing a Class of Neurodynamics on Parameter Space. 546-555 - Gonzalo Joya Caparrós, Miguel A. Atencia Ruiz, Francisco Sandoval Hernández:
Hopfield Neural Network Applied to Optimization Problems: Some Theoretical and Simulation Results. 556-565 - Camino R. Vela, César Luis Alonso, Ramiro Varela, Jorge Puente:
A Genetic Approach to Computing Independent AND Parallelism in Logic Programs. 566-575 - F. Gagné, C. Blaise:
Predicting Toxicity of Complex Mixtures by Artificial Neural Networks. 576-587 - Christophe G. Molina, William J. Fitzgerald, Peter J. W. Rayner:
Regularisation by Convolution in Symmetric-alpha-Stable Function Networks. 588-596 - Igor Grabec, Simon Mandelj:
Continuation of Chaotic Fields by RBFNN. 597-606 - Alejandro Chinea Manrique De Lara, Juan Manuel Moreno, Jordi Madrenas, Joan Cabestany:
Improving the Performance of Piecewise Linear Separation Incremental Algorithms for Practical Hardware Implementations. 607-616
Cognitive Science and AI
- Guido Bologna, Christian Pellegrini:
Accurate Decomposition of Standard MLP Classification Responses into Symbolic Rules. 617-627 - Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos, Soledad Prados-Méndez, Olga Fernández-Chaves, Miguel Álvarez-Soane, Francisco Ucieda-Pardiñas:
A Hybrid Intelligent System for the Preprocessing of Fetal Heart Rate Signals in Antenatal Testing. 628-633 - L. Andrew Coward:
The Pattern Extraction Architecture: A Connectionist Alternative to the Von Neumann Architecture. 634-643 - Nicolae B. Szirbik:
A Two-level Heterogeneous Hybrid Model. 644-650 - Jürgen Rahmel, Christian Blum, Peter Hahn:
Interpretation of a Hierarchical Neural Network. 651-659 - José Barahona da Fonseca, Isabel Barahona da Fonseca, José Simões da Fonseca:
Cognitive Processes in Social Interaction - A Neural Networks Approach. 660-667 - Hanna Majewski, Janet Wiles:
Adding Phase to Recurrent Backpropagation Networks: An Application to Binding Tasks in Vision. 668-677 - Fernando J. Corbacho, Michael A. Arbib:
Schema-Based Learning: Biologically Inspired Principles of Dynamic Organization. 678-687
Neural Nets Simulation, Emulation and Implementation
- Paolo Ienne:
Digital Connectionist Hardware: Current Problems and Future Challenges. 688-713 - Alfred Strey:
EpsiloNN - A Specification Language for the Efficient Parallel Simulation of Neural Networks. 714-722 - Simon M. Lucas:
Forward-Backward Building Blocks for Evolving Neural Networks with Intrinsic Learning Behaviors. 723-732 - Nick K. Treadgold, Tamás D. Gedeon:
A Cascade Network Algorithm Employing Progressive RPROP. 733-742 - Valeriu Beiu, Thierry de Pauw:
Tight Bounds on the Size of Neural Networks for Classification Problems. 743-752 - Sorin Draghici, Ishwar K. Sethi:
On the Possibilities of the Limited Precision Weights Neural Networks in Classification Problems. 753-762 - José Luis Bernier, Julio Ortega, Alberto Prieto:
A Modified Backpropagation Algorithm to Tolerate Weight Errors. 763-771 - Stefan Rüping, Mario Porrmann, Ulrich Rückert:
A High Performance SOFM Hardware-System. 772-781 - Andreas König:
On Application Incentive and Constraints for Neural Network Hardware Development. 782-791 - Krste Asanovic:
A Fast Kohonen Net Implementation for Spert-II. 792-800 - Jordi Madrenas, Gregorio Ruiz, Juan Manuel Moreno, Joan Cabestany:
Synthesis and Optimization of a Bit-Serial Pipeline Kernel Processor. 801-810 - Francisco Colodro Ruiz, Antonio Jesús Torralba Silgado, Ramón González Carvajal, Leopoldo García Franquelo:
A Hardware Implementation of CNNs Based on Pulse Stream Techniques. 811-816 - Bertrand Granado, Patrick Garda:
Evaluation of the CNAPS Neuro-Computer for the Simulation of MLPs with Receptive Fields. 817-824 - Ramón González Carvajal, Antonio Jesús Torralba Silgado, Francisco Colodro Ruiz, Leopoldo García Franquelo:
AFAN, a Tool for the Automatic Design of Fuzzy and Neural Controllers. 825-833 - Francisco Colodro Ruiz, Antonio Jesús Torralba Silgado, Ramón González Carvajal, Leopoldo García Franquelo:
A Fully Stochastic Fuzzy Logic Controller. 834-840 - Abdennasser Chebira, Kurosh Madani, Gilles Mercier:
Multi-neural Networks Hardware and Software Architecture: Application of the Divide To Simplify Paradigm DTS. 841-850 - José Matas, Luis García de Vicuña, Mariano López, Juan Manuel Moreno:
A Fuzzy Controller for Switching Regulators with Programmable Control Surfaces. 851-860
Methodology for Data Analysis, Task Selection and Nets Design
- Marie Cottrell, Patrick Rousset:
The Kohonen Algorithm: A Powerful Tool for Analyzing and Representing Multidimensional Quantitative and Qualitative Data. 861-871 - Anne Guérin-Dugué, Pascal Teissier, Jean-Luc Schwartz, Jeanny Hérault:
Constrained Neural Network for Estimating Sensor Reliability in Sensors Fusion. 872-881 - Ignacio Rojas, Olga Valenzuela, Alberto Prieto:
Statistical Analysis of the Main Parameters in the Definition of Radial Bases Function Networks. 882-891 - José R. Álvarez:
Structural Level Comparison of Two Basic Paradigms in Neural Computation. 892-902 - Emilia I. Barakova, Lambert Spaanenburg:
Symmetry: Between Indecision and Equality of Choice. 903-912 - Joachim Utans:
A Non-convergent On-Line Training Algorithm for Neural Networks. 913-921 - Juan Manuel Moreno, Jordi Madrenas, Joan Cabestany, J. R. Laúna:
Using Classical and Evolutive Neural Models in Industrial Applications: A Case Study for an Automatic Coin Classifier. 922-931 - Joaquín Dopazo, Huaichun Wang, José María Carazo:
A New Type of Unsupervised Growing Neural Network for Biological Sequence Classification That Adopts the Topology of a Phylogenetic Tree. 932-941 - Emma Braithwaite, Jimmy Dripps, Andrew Lyon, Alan F. Murray:
Classification of the Onset of Respiratory Difficulties in Ventilation Assisted Neonates. 942-951 - Vicente Moret-Bonillo, Jorge Díaz-Fernández, Elena Hernández-Pereira:
A Neural Network Approach for Symbolic Interpretation in Critical Care. 952-961 - Richard J. Duro, José Santos Reyes:
ECG Beat Classification with Synaptic Delay Based Artificial Neural Networks. 962-970 - Fidimahery Andrianasy, Maurice Milgram:
Neural Network-Based Insulin Infusion Control for an Insulin-Pump, Using Discontinuous Blood Glucose Measurements. 971-977 - Ll. Porta, Rosa Villa, Luis Prieto, E. Andia, Elena Valderrama:
Infraclinic Breast Carcinoma: Application of Neural Networks Techniques for the Indication of Radioguided Biopsias. 978-985 - Mario Reyes de los Mozos, Elena Valderrama, Rosa Villa, J. Roig, Alfonso Antón, José Carlos Pastor Jimeno:
Detection of Glaucoma by Means on ANNs. 986-994 - Amparo Alonso-Betanzos, Eduardo Mosqueira-Rey, Belén Baldonedo del Río:
A Comparative Analysis of the Neonatal Prognosis Problem Using Artificial Neural Networks, Statistical Techniques and Certainty Management Techniques. 995-1004
Neural Networks for Perception
- Reinhard Eckhorn:
Models of Visual Processing Derived from Cortical Microelectrode Recordings. 1005-1027 - Michael H. W. Smart:
Rotation Invariant IR Object Recognition Using Adaptive Kernel Subspace Projections with a Neural Network. 1028-1037 - Gonzalo Joya Caparrós, Francisco Sandoval Hernández:
Neural Networks Based Projectivity Invariant Recognition of Flat Patterns. 1038-1047 - Lambert Spaanenburg, J. deGraaf, J. A. G. Nijhuis, H. Stevens, W. Wichers:
The Instant Laboratory: Bringing Intelligence to the Workfloor. 1048-1057 - José Manuel Ferrández de Vicente, D. del Valle, María Victoria Rodellar Biarge, Pedro Gómez:
A Biological Front-End Processing for Speech Recognition. 1058-1067 - Gustavo Hernández Ábrego, Enrique Monte, José B. Mariño:
Non Parametric Coding of Speech by Means of a MLP with Hints. 1068-1074 - Abderrahim Labbi, Ruggero Milanese, Holger Bosch:
Gray-Level Object Segmentation with a Network of FitzHugh-Nagumo Oscillators. 1075-1084 - Cristian Croll, Denis Pellerin, Jeanny Hérault:
Multidimensional Filtering Inspired by Retino-cortical Projection: Application to Texture Segmentation. 1085-1094 - Alberto Prieto, Carlos García Puntonet, Beatriz Prieto, Manuel Rodríguez Álvarez:
A Competitive Neural Network for Blind Separation of Sources Based on Geometric Properties. 1095-1106 - Chang-Han Yi, Robert Schlabbach, Holger Kroth, Heinrich Klar:
A New Bio-inspired Algorithm for Early Vision Edge Detection and Image Segmentation. 1107-1114 - Naohiro Ishii, Ken-ichi Naka:
Function of Biological Asymmetrical Neural Networks. 1115-1125 - Paul M. Hofman, A. John van Opstal:
Identification of Spectral Features as Sound Localization Cues in the External Ear Acoustics. 1126-1135 - Felix Freitag, Enrique Monte:
Phoneme Recognition by Means of Predictive Neural Networks. 1136-1143 - Yonggwan Won, Bae-Ho Lee, Yong-Chang Baek, Jung-Soo Lee:
Shift-Invariant Fuzzy-Morphology Neural Network for Occluded Target Recognition. 1144-1153 - Marcos Faúndez-Zanuy, Enrique Monte, Francesc Vallverdú:
A Comparative Study Between Linear and Nonlinear Speech Prediction. 1154-1163 - Peter Kalocsai:
Recognition Model with Extension Fields. 1164-1173 - Juan Julián Merelo Guervós, Alberto Prieto, Federico Morán, Roberto Marabini, José María Carazo:
A GA-optimized Neural Network for Classification of Biological Particles from Electron-Microscopy Images. 1174-1182 - Jesús Brezmes, Nicolau Cañellas, Eduard Llobet, Xavier Vilanova, Xavier Correig:
Application of Artificial Neural Networks to the Design and Implementation of Electronic Olfactory Systems. 1183-1192 - David López Vilariño, Diego Cabello, Antonio Mosquera González, Xosé Manuel Pardo López:
Application of a Multilayer Discrete-Time CNN to Deformable Models. 1193-1202 - Francisco Díaz Pérez, José Manuel Ferrández de Vicente, Pedro Gómez, María Victoria Rodellar Biarge, Victor Nieto Lluis:
Spoken-Digit Recognition Using Self-Organizing Maps with Perceptual Pre-processing. 1203-1212
Neural Networks for Communications, Control and Robotics
- Carlos Santa Cruz, José R. Dorronsoro, Juan A. Sigüenza, Vicente López:
Noise Discrimination and Autoassociative Neural Networks. 1213-1220 - Julio Ortega, Luis Parrilla, Alberto Prieto, Antonio Lloris-Ruíz, Carlos García Puntonet:
Modified Boltzmann Machine for an Efficient Distributed Implementation. 1221-1232 - Arcadio Reyes, Eduardo Casilari, Antonio Díaz Estrella, Francisco Sandoval Hernández:
Simulation of MPEG Video Traffic Using Neural Networks. 1233-1240 - Héctor M. Pérez Meana, Mariko Nakano-Miyatake:
A Continuous Time Structure for Filtering and Prediction Using Hopfield Neural Networks. 1241-1250 - Andrés Pérez-Uribe, Eduardo Sanchez:
Structure-Adaptable Neurocontrollers: A Hardware-Friendly Approach. 1251-1259 - C. García-Berdonés, J. Narváez, U. Fernández, Francisco Sandoval Hernández:
A New QRS Detector Based on Neural Network. 1260-1269 - O. Bella, C. Cortés, A. Tomás:
Application of Neural Networks for Local Modelization of the Boiler Furnace in Thermal Power Plants. 1270-1278 - Frank Pasemann, Ulf Dieckmann:
Evolved Neurocontrollers for Pole-Balancing. 1279-1287 - Pedro Hernández-Arauzo, Secundino López-García, Antonio Bahamonde:
Artificial Neural Networks for the Computation of Traffic Queues. 1288-1297 - Pedro Isasi, José M. Molina López, Araceli Sanchis de Miguel:
Unsupervised Neural Network for Forecasting Alarms in Hydroelectric Power Plant. 1298-1306 - Torsten Felzer, Peter Hartmann, Karlheinz Hohm, Peter Marenbach:
Motor Sequence Processing with an Artificial Learning System. 1307-1314 - Rafael L. Millán, José Manuel Quero Reboul, Leopoldo García Franquelo:
On-line Continuous Weld Monitoring Using Neural Networks. 1315-1323 - Pedro Martín, José del R. Millán:
Combining Reinforcement Learning and Differential Inverse Kinematics for Collision-Free Motion of Multilink Manipulators. 1324-1333 - Francisco Javier Marín Martín, Francisco Sandoval Hernández:
Short-Term Peak Load Forecasting: Statistical Methods Versus Artificial Neural Networks. 1334-1343 - Enrique Cervera, Angel P. del Pobil:
Integration of Self-Organizing Feature Maps and Reinforcement Learning in Robotics. 1344-1354 - Ulrich Roth, Marc Walker, Arne Hilmann, Heinrich Klar:
Dynamic Path Planning with Spiking Neural Networks. 1355-1363 - Roberto Iglesias, Carlos Vázquez Regueiro, José Correa, Senén Barro:
Implementation of a Basic Reactive Behavior in Mobile Robotics Through Artificial Neural Networks. 1364-1373 - Ghislain de Tremiolles, Pascal Tannhof, Brendan Plougonven, Claude Demarigny, Kurosh Madani:
Visual Probe Mark Inspection, Using Hardware Implementation of Artificial Neural Networks, in VLSI Production. 1374-1383 - José M. Ramírez:
Teleoreactive Neural Networks. 1384-1394
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