3. IWANN 1995: Torremolinos, Spain
José Mira, Francisco Sandoval Hernández (Eds.): From Natural to Artificial Neural Computation, International Workshop on Artificial Neural Networks, IWANN '95, Malaga-Torremolinos, Spain, June 7-9, 1995, Proceedings. Springer 1995 Lecture Notes in Computer Science ISBN 3-540-59497-3
1. Neuroscience
- Stephen Grossberg: Are There Universal Principles of Brain Computation? 1-6
- Liset Menendez de la Prida: Modeling Cortical Networks. 7-14
- José Mira, Angeles Manjarrés Riesco, S. Ros, Ana E. Delgado García, José R. Álvarez: Cooperative Organization of Connectivity Patterns and Receptive Fields in the Visual Pathway: Application to Adaptive Thresholding. 15-23
- Frédéric Alexandre, Frédéric Guyot: Neurobiological Inspiration for the Architecture and Functioning of Cooperating Neural Networks. 24-30
- Richard J. Duro, José Santos Reyes, A. Gómez: Synaptic Modulation Based Artificial Neural Networks. 31-36
- Martin Stetter, M. Kussinger, A. Schels, E. Seeger, Elmar Wolfgang Lang: Self-Organization of Cortical Receptive Fields and Columnar Structures in a Hebb Trained Neural Network. 37-44
- Jaap Hoekstra, Mohamed Maouli: An Analytical Solution of the Compartment Model for Use in Logical Learning in Artificial Neural Networks. 45-52
- Tino Lourens: Modeling Retinal High and Low Contrast Sensitivity Filters. 61-68
- José Miró-Nicolau: Neural Micro-Structures. Three Simple Models. 69-75
- Etelvina Andreu, Bernat Soria, S. Bolea, Juan Vicente Sánchez-Andrés: Optimal Range of Input Resistance in the Oscillatory Behavior of the Pancreatic beta-Cell. 85-89
- Ilya A. Rybak, Julian F. R. Paton, James S. Schwaber: Modeling and Analysis of Some Neural Mechanisms for the Genesis and Control of Respiratory Pattern. 100-107
- Federico Morán, Miguel A. Andrade: A Neural Network Model for Plasticity in Adult Striate Cortex. 108-113
- Elena Valderrama, Rosa Villa, Enric Cabruja, Paco Garrido, Xavier Navarro, Miquel Buti, Santiago Calvet: Regenerative-Type Neural Interface. 114-120
- Rosa Villa, Jordi Aguiló: New Perspectives in Auditory Coding: Bases for a New Cochlear Behavioural Model. 121-129
- Jorge Mpodozis, Juan-Carlos Letelier, Humberto R. Maturana: Nervous System as a Closed Neural Network: Behavioral and Cognitive Consequences. 130-136
2. Computational Models of Neurons and Neural Nets
- Miguel Angel Fernández, José Mira, María T. López, José R. Álvarez, Angeles Manjarrés Riesco, Senén Barro: Local Accumulation of Persistent Activity at Synaptic Level: Application to Motion Analysis. 137-143
- Manuel Graña, Alicia D'Anjou, F. Xabier Albizuri, A. de la Hera, I. Garcia: High Order Boltzmann Machines with Continuous Units: Some Experimental Results. 144-150
- Jun Nishii: An Adaptive Control Model of a Locomotion by the Central Pattern Generator. 151-157
- Igor Grabec: Self-Consistent Neural Receptive Fields. 158-165
- Paul M. Hofman, Francisco de Borja Rodríguez Ortiz, Juan A. Sigüenza, Vicente López, Santiago Carrillo-Menéndez: A Simple Probabilistic Neural Model Producing Multimodal ISHs. 166-173
- Maria Teresa Signes Pont, Juan Vicente Sánchez-Andrés: An Associative Neural Network to Model the Developing Mammalian Hippocampus. 174-179
- Marc-Denis Weitze, G. L. Hofacker: The Implementation of Propositional Logic in Random Neural Networks. 180-188
- Jun Han, Claudio Moraga: The Influence of the Sigmoid Function Parameters on the Speed of Backpropagation Learning. 195-201
- A. M. C.-L. Ho, Philippe De Wilde: General Transient Length Upper Bound for Recurrent Neural Networks. 202-208
- Nabil H. Farhat, Emílio Del Moral Hernandez: Logistic Networks With DNA-Like Encoding and Interactions. 216-222
- Chris Christodoulou, Trevor G. Clarkson: A Review on the Stochastic Firing Behaviour of Real Neurons and How it can be Modelled. 223-230
- Bertrand Augereau, Thierry Simon, Jacky Bernard, Bernard Heit: The BP-lambdaL1 Algorithm: Non-Chaotic and Accelerated Learning in a MLP Network. 231-238
- Teo Jasic, Hean-Lee Poh: Analysis of Pruning in Backpropagation Networks for Artificial and Real Worls Mapping Problems. 239-245
- Margarita Kuzmina, Eduard A. Manykin, Irina Surina: Oscillatory Networks with Hebbian Matrix of Connections. 246-251
- Victor Giménez, Pedro Gómez Vilda, E. Torrano, M. Pérez-Castellanos: A new Algorithm for Implementing a Recursive Neural Network. 252-259
- José Barahona da Fonseca, Isabel Barahona da Fonseca, José Simões da Fonseca: Visual Information Processing from the Viewpoint of Symbolic Operations. 260-267
- Isabel Barahona da Fonseca, José Barahona da Fonseca, José Simões da Fonseca: Dentritic Computation in the Brain. 268-275
- Pavel Hruby: Stochastic Neuronal Models with Realistic Synaptic Inputs and Oscillatory Inputs. 276-282
- Gonzalo Joya Caparrós, Francisco Sandoval Hernández: A Neural Paradigm for Controlling Autonomous Systems with Reflex Behaviour and Learning Capability. 283-290
- Ana M. González, Carlos Santa Cruz, Vicente López, José R. Dorronsoro: Fast Automatic Architecture Selection on RBF Networks. 291-297
- Laura Viana: Collective Behaviour of a Chain of Hopfield Subnetworks Interconnected Unidirectionally. 298-307
3. Organization Principles
- Kate Butchart, Neil Davey, Rod Adams: A Comparative Study of Three Neuronal Networks that use Soft Competition. 308-314
- Dimitris C. Dracopoulos, Antonia J. Jones: Neural Networks and Genetic Algorithms for the Attitude Control Problem. 315-321
- Emmanuel Stocker, Yves Lecourtier, Abdel Ennaji: A Distributed Classifier Based on Yprel Networks Cooperation. 330-337
- Jianfeng Feng, Brunello Tirozzi: An Application of the Saturated Attractor Analysis to Three Typical Models. 353-360
4. Learning
- Christian Jutten: Learning in Evolutive Neural Architectures: An Ill-Posed Problem? 361-373
- Andries Petrus Engelbrecht, Ian Cloete, Jaco Geldenhuys, Jacek M. Zurada: Automatic Scaling using Gamma Learning for Feedforward Neural Networks. 374-381
- Andries Petrus Engelbrecht, Ian Cloete, Jacek M. Zurada: Determining the Significance of Input Parameters using Sensitivity Analysis. 382-388
- Naum N. Aizenberg, Igor N. Aizenberg, Georgy A. Krivosheev: Multi-Valued Neurons: Learning, Networks, Application to Image Recognition and Extrapolation of Temporal Series. 389-395
- Qiangfu Zhao, Tatsuo Higuchi: Individual Evolutionary Algorithm and its Application to Learning of Nearest Neighbor Based MLP. 396-403
- Jean-Luc Voz, Michel Verleysen, Philippe Thissen, Jean-Didier Legat: A Practical View of Suboptimal Bayesian Classification with Radial Gaussian Kernels. 404-411
- Josef Göppert, Wolfgang Rosenstiel: Neurons with Continuous Varying Activation in Self-Organizing Maps. 419-426
- M. Asunción Castaño, Enrique Vidal, Francisco Casacuberta: Finite State Automata and Connectionist Machines: A Survey. 433-440
- Y. Guan, Trevor G. Clarkson, John G. Taylor: Learning Transformed Prototypes (LTP) - A Statistical Pattern Classification Technique of Neural Networks. 441-447
- Ramón Ferreiro García, Francisco Javier Perez Castelo: Fuzzy Function Estimators as Basis on Learning from Experience. 448-453
- Arthur Flexer: Connectionists and Statisticans, Friends or Foes? 454-461
- Manfred Leisenberg: Unsupervised Neural Networks for Speech Perception with Cochlear Implant Systems for the Profoundly Deaf. 462-470
- Eduardo Zalama Casanova, Paolo Gaudiano, Juan López Coronado: Obstacle Avoidance by Means of an Operant Conditioning Model. 471-477
- Bernardo Morcego Seix, Andreu Català Mallofré, Núria Piera Carreté: Qualitative Approach to Gradient Based Learning Algorithms. 478-485
- Francisco J. Vico, F. Ortega, J. Almaraz, Francisco Sandoval Hernández: Character Recognition with Neural Assemblies. 486-491
- Zoltan Schreter: Learning by Attentional Scanning. 492-497
- Joanna Lis: The Synthesis of the Ranked Neural Networks Applying Genetic Algorithm with the Dynamic Probability of Mutation. 498-504
- Francisco Javier Marín Martín, F. García, Francisco Sandoval Hernández: Global Versus Local Heuristic Terminal Attractor. 505-512
- Andreas Kanstein, Karl Goser: Dynamic Learning of Radial Basis Functions for Fuzzy Clustering. 513-518
- Rachida Chentouf, Christian Jutten: Incremental Learning with a Stopping Criterion - Experimental Results. 519-526
- D. Benitez-Diaz, J. Garcia-Quesada: Learning Algorithm with Gaussian Membership Function for Fuzzy RBF Neural Networks. 527-534
- Ali Farahmand Nejad, Tamás D. Gedeon: Bidirectional Neural Networks Reduce Generalization Error. 543-550
- Tamás D. Gedeon, Patrick M. Wong, D. Harris: Balancing Bias and Variance: Network Topology and Pattern Set Reduction Techniques. 551-558
- Didier Puzenat: Priming an Artificial Neural Classifier. 559-565
5. Cognitive Science and AI
- Igor Aleksander: Artificial Neuroconsciousness an Update. 566-583
- Philippe De Wilde: Physical and Linguistic problems in the Modelling of Consciousness by Neural Networks. 584-588
- Ken-ichiro Miura, Takashi Nagano: A Neural Network Model for the Velocity Vector of an Object and its Consistency with Psychological Phenomena. 589-596
- Fabio Crestani: Implementation and Evaluation of a Relevance Feedback Device Based on Neural Networks. 597-604
- Rafael C. Carrasco, Mikel L. Forcada: Second-Order Recurrent Neural Networks Can Learn Regular Grammars from Noisy Strings. 605-610
- Erich Prem: Dynamic Symbol Grounding, State Construction and the Problem of Teleology. 619-626
- Enrique Monte, J. M. Calvet, S. Vilarrubla: Analysis of Industrial Economics by means of Neural Nets. 627-633
- F. Díaz-Otero, A. Caballero, A. Lorenzo, Juan A. Sigüenza: Effects of Spatial Frequency and Stimulus Size on the Orientation Sensitivity of Humans. 634-641
6. Neurosimulators
- Jean-Marc Adamo, Davide Anguita: Object Oriented Design of a Simulator for Large BP Neural Networks. 642-649
- Pablo Varona, Juan A. Sigüenza: Introducing XSim: A Neural Network Simulator that Incorporates Biological Parameters. 650-657
- José Santos Reyes, Ramón P. Otero, José Mira: NETTOOL: A Hybrid Connectionist-Symbolic Development Environment. 658-665
- Marcello Chiaberge, G. Di Bene, S. Di Pascoli, R. Lambert, Beatrice Lazzerini, Adriana Maggiore, Leonardo Maria Reyneri: EL-SIM: a Development Environment for Neuro-Fuzzy Intelligent Controllers. 666-672
- Yves Cheneval: Packlib, an Interactive Environment to Develop Modular Software for Data Processing. 673-682
- Alfredo Weitzenfeld: NSL-Neural Simulation Language. 683-688
7. Implementation
- Antonio Jesús Torralba Silgado: Low-Cost Accelerator for the Simulation of Cellular Neural Networks. 689-695
- Philippe Thissen, Michel Verleysen, Jean-Didier Legat, Jordi Madrenas, Jordi Domínguez: A VLSI System for Neural Bayesian and LVQ Classification. 696-703
- Philippe Thissen, Michel Verleysen, Jean-Didier Legat: An Associative Processor Dedicated to Classification by Neural Methods. 704-711
- Bonifacio Martín-del-Brío, Javier Blasco-Alberto: Hardware-Oriented Models for VLSI Implementation of Self-Organizing Maps. 712-719
- Ulrich Roth, Axel Jahnke, Heinrich Klar: Hardware Requirements for Spike-Processing Neural Networks. 720-727
- Francisco J. Pelayo, Eduardo Ros Vidal, P. Martin-Smith, F. J. Fernández, Alberto Prieto: A VLSI Approach to the Implementation of Additive and Shunting Neural Networks. 728-735
- Mancia Anguita, Francisco J. Pelayo, F. J. Fernández, Alberto Prieto: A Low-Power Analog Implementation of Cellular Neural Networks. 736-743
- José Manuel Benitez Sánchez, Julio Ortega, Ignacio Requena: Asynchronously Parallel Boltzmann Machines Mapped onto Distributed-Memory Multiprocessors. 744-751
- F. Castillo, Jose A. García, Juan Manuel Moreno, Joan Cabestany: A Coprocessor Card for Fast Neural Network Emulation. 752-760
- Juan Manuel Moreno, Jordi Madrenas, S. San Anselmo, F. Castillo, Joan Cabestany: Digital Hardware Implementation of ROI Incremental Algorithms. 761-770
- N. Maria, Anne Guérin-Dugué, Juan Manuel Moreno, François Blayo: Comparing Implementations of Radial Basis Function Neural Networks on Three Parallel Machines. 771-780
- François Blayo, Anne Guérin-Dugué, N. Maria: Implementing Radial Basis Functions Neural Networks on the Systolic MANTRA Machine. 781-788
- Antonio Jesús Torralba Silgado, Francisco Colodro Ruiz, Leopoldo García Franquelo: A Mixed Parallel-Sequential SHNN for Large Networks. 789-793
- O. Vermesan: A Modular VLSI Architecture for Neural Networks Implementation. 794-799
- Alfred Strey, Narcís Avellana, Raul Holgado, J. Alberto Fernández, Ramon Capillas, Elena Valderrama: A Massively Parallel Neurocomputer with a Reconfigurable Arithmetical Unit. 800-806
- Valeriu Beiu, John G. Taylor: Optimal Mapping of Neural Networks onto FPGA's - A New Constructive Algorithm -. 822-829
- José Luis Bernier, Juan J. Merelo Guervós, Julio Ortega, Alberto Prieto: Test Pattern Generation for Analog Circuits Using Neural Networks and Evolutive Algorithms. 838-844
8. Neural Networks for Perception
- Jeanny Hérault: About Some Perception Problems in Neural Networks. 845-859
- David López Vilariño, Diego Cabello, Antonio Mosquera González: Optimization Neural Networks for Image Segmentation. 860-867
- Javier Ruiz-del-Solar, Mario Köppen: A Neural Architecture for Preattentive Segmentation of Sewage Pipes Video Images. 875-881
- Miguel A. Jaramillo Morán, Francisco Javier López Aligué, Miguel Macías Macías, M. Isabel Acevedo Sotoca: A CNN Model for Grey Scale Image Processing. 882-889
- René Natowicz: Kohonen's Self Organizing Maps for Contour Segmentation of Gray Level and Color Images. 890-897
- Carlos García Puntonet, Manuel Rodríguez Álvarez, Alberto Prieto: A Geometrical Based Procedure for Source Separation Mapped to a Neural Network. 898-905
- Alberto Ruiz García, Francisco J. Arcas Túnez: Quasi-Optimum Combination of Multilayer Perceptrons for Adaptive Multiclass Pattern Recognition. 906-912
- Javier Echanobe, José Ramón González de Mendívil, José Ramón Garitagoitia: A Text Recognition System Based on a Neural Network and on a Deformed System. 913-918
- Soheil Shams: Simultaneous Recognition of Multiple Objects Using the MEM Model. 919-925
- Jung-Wook Cho, Soo-Young Lee, Cheol Hoon Park: On-line Handwritten Character Recognition by a Hybrid Method based on Neural Networks and Pattern Matching. 926-933
- J. Pérez Maroto, Yannis A. Dimitriadis, J. Manuel Cano Izquierdo, Juan López Coronado: Analysis and Application of the STORE Neural Model in Recognizing Handwritten Symbols. 934-941
- Francisco Ibarra Picó, Juan Manuel García Chamizo, Ramón Rizo Aldeguer, D. Corredor Lacha: An Adaptive Orthogonal Associative Memory and its Application to Character Recognition. 942-947
- D. Asensi Muñoz, A. Almagro León, Francisco Ibarra Picó: Texture Classification on Real Time Using Semi-cover Vector and and Orthogonal Neural Network. 948-955
- P. M. Palagi, Anne Guérin-Dugué: An Architecture for Texture Segmentation: from Energy Features to Region Detection. 956-962
- Pedro Gómez Vilda, María Victoria Rodellar Biarge, Victor Nieto Lluis, M. A. Hombrados: A Lattice-Based Time-Delay Neural Network for Speech Processing. 963-970
- Itsuki Noda: Acquisition of Internal Representation by Learning of Identity-mapping Using Overload Learning. 971-978
- Cesar Bandera, I. M. Conde, J. Jerez, M. González, Francisco J. Vico, F. Ortega: A Multiacuity Connectionist Model for Local Speed Estimation. 979-986
- Fernando Arroyo, Ana Gonzalo, J. R. Hilera: Using Artificial Neural Networks for Ultrasonic Signals Processing from Simple Geometric Shapes. 987-992
- Darío Maravall Gómez-Allende, Luis Baumela: A Hierarchical Neural Network for Mobile Visual Tracking with a Robot Head. 993-1000
- Ricardo Salem Zebulum, Karla Guedes, Marley B. R. Vellasco, Marco Aurélio Cavalcanti Pacheco: Short Term Load Forecasting Using Neural Nets. 1001-1008
- Stanislaw Osowski, Robert Waszczuk, Piotr Bojarczak: Image Compression Using Feedforward Neural Networks - Hierarchical Approach. 1009-1015
9. Neural Networks for Communications and Control
- Carme Torras, Gabriela Cembraño, José del R. Millán, Gordon Wells: Neural Approaches to Robot Control: Four Representative Applications. 1016-1035
- José R. Álvarez, José Mira, R. A. Fernández, L. Sainz, V. Arroyo, Ana E. Delgado García: On Line Identification of Causal Relationships Between Variables in the Feed Water System of a Nuclear Power Plant. 1036-1044
- Mihiar Ayoubi, M. Schäfer, S. Sinsel: Dynamic Neural Units for Nonlinear Dynamic Systems Identification. 1045-1051
- V. Vergara, S. Sinne, Claudio Moraga: Optimal Identification Using Feed-Forward Neural Networks. 1052-1059
- M. Domínguez, J. M. Michelin, J. M. Martinez: Recurrent Neural Networks for Identification of Friction. 1060-1067
- Salvatore Cavalieri, M. Martini: Solving and End-Effector Positioning Problem by Hopfield Neural Network. 1068-1075
- Peter F. McGuire, Gabriele M. T. D'Eleuterio: Visuomotor Control using an Artificial Neural Network. 1076-1083
- Cristina Versino, Luca Maria Gambardella: Learning the Visuomotor Coordination of a Mobile Robot by Using the Invertible Kohonen Map. 1084-1091
- Jesús E. Villadangos, José Ramón González de Mendívil, Carlos F. Alastruey, José Ramón Garitagoitia: Neural Networks for Automatic Fuzzy Control System Design. 1092-1098
- Marie Cottrell, Bernard Girard, Yvonne Girard, Corinne Muller, Patrick Rousset: Daily Electrical Power Curves: Classification and Forecasting Using a Kohonen Map. 1107-1113
- Gilles Mercier, Kurosh Madani: CMAC Real-Time Adaptive Control Implementation on a D.S.P. Based Card. 1114-1120
- Morteza Saheb Zamani, Graham R. Hellestrand: A New Neural Network Approach to the Floorplanning of Hierarchical VLSI Designs. 1128-1134
- Thomas Stützle: A Neural Network Approach to Quality Control Charts. 1135-1141
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