From Natural to Artificial Neural Computation: International Workshop on Artificial Neural Networks Malaga-Torremolinos, Spain, June 7–9, 1995 Proceedings

Are there universal principles of brain computation?....Pages 1-6
Modeling cortical networks....Pages 7-14
Cooperative organization of connectivity patterns and receptive fields in the visual pathway: application to adaptive tresholding....Pages 15-23
Neurobiological inspiration for the architecture and functioning of cooperating neural networks....Pages 24-30
Synaptic modulation based artificial neural networks....Pages 31-36
Self-organization of cortical receptive fields and columnar structures in a Hebb-trained neural network....Pages 37-44
An analytical solution of the compartmental model for use in local learning in artificial neural networks....Pages 45-52
Should ANN be ANGN?....Pages 53-60
Modeling retinal high and low contrast sensitivity filters....Pages 61-68
Neural micro-structures three simple models....Pages 69-75
Adaptive hierarchical structures....Pages 76-84
Optimal range of input resistance in the oscillatory behavior of the pancreatic β-cell....Pages 85-89
A computational model of periodic-pattern-selective cells....Pages 90-99
Modeling and analysis of some neural mechanisms for the genesis and control of respiratory pattern....Pages 100-107
A neural network model for plasticity in adult striate cortex....Pages 108-113
Regenerative-type neural interface....Pages 114-120
New perspectives in auditory coding: Bases for a new cochlear behavioural model....Pages 121-129
Nervous system as a closed neuronal network: behavioral and cognitive consequences....Pages 130-136
Local accumulation of persistent activity at synaptic level: Application to motion analysis....Pages 137-143
High Order Boltzmann Machines with continuous units: Some experimental results....Pages 144-150
An adaptive control model of a locomotion by the central pattern generator....Pages 151-157
Self-consistent neural receptive fields....Pages 158-165
A simple probabilistic neural model producing multimodal ISHs....Pages 166-173
An associative neural network to model the developing mammalian hippocampus....Pages 174-179
The implementation of propositional logic in random neural networks....Pages 180-188
A learning rule for extracting temporal invariances....Pages 189-194
The influence of the sigmoid function parameters on the speed of backpropagation learning....Pages 195-201
General transient length upper bound for recurrent neural networks....Pages 202-208
On some methods in neuromathematics (or the development of mathematical methods for the description of structure and function in neurons)....Pages 209-214
Logistic networks with DNA-like encoding and interactions....Pages 215-222
A review on the stochastic firing behaviour of real neurons and how it can be modelled....Pages 223-230
The BP-λL1 algorithm: Non-chaotic and accelerated learning in a MLP network....Pages 231-238
Analysis of pruning in backpropagation networks for artificial and real world mapping problems....Pages 239-245
Oscillatory networks with Hebbian matrix of connections....Pages 246-251
A new algorithm for implementing a recursive neural network....Pages 252-259
Visual information processing from the viewpoint of symbolic operations....Pages 260-267
Dentritic computation in the brain....Pages 268-275
Stochastic neuronal models with realistic synaptic inputs and oscillatory inputs....Pages 276-282
A neural paradigm for controlling autonomous systems with reflex behaviour and learning capability....Pages 283-290
Fast automatic architecture selection in RBF networks....Pages 291-297
Collective behaviour of a chain of Hopfield subnetworks interconnected unidirectionally....Pages 298-307
A comparative study of three neural networks that use soft competition....Pages 308-314
Neural networks and genetic algorithms for the attitude control problem....Pages 315-321
Self-organising Artifical Neural Networks....Pages 322-329
A distributed classifier based on Yprel networks cooperation....Pages 330-337
A fractal, selforganizing map with partially chaotic neurons....Pages 338-344
Multiple self-organizing maps for supervised learning....Pages 345-352
An application of the saturated attractor analysis to three typical models....Pages 353-360
Learning in evolutive neural architectures: An ill-posed problem?....Pages 361-373
Automatic scaling using gamma learning for feedforward neural networks....Pages 374-381
Determining the significance of input parameters using sensitivity analysis....Pages 382-388
Multi-valued neurons: Learning, networks, application to image recognition and extrapolation of temporal series....Pages 389-395
Individual evolutionary algorithm and its application to learning of nearest neighbor based MLP....Pages 396-403
A practical view of suboptimal Bayesian classification with radial Gaussian kernels....Pages 404-411
Schema based learning & learning to Detour....Pages 412-418
Neurons with continuous varying activation in self-organizing maps....Pages 419-426
Improving back-propagation: Epsilon-back-propagation....Pages 427-432
Finite State Automata and Connectionist Machines: A survey....Pages 433-440
Learning transformed prototypes (LTP) — A statistical pattern classification technique of neural networks....Pages 441-447
Fuzzy function estimators as basis on learning from experience....Pages 448-453
Connectionists and statisticians, friends or foes?....Pages 454-461
Unsupervised neural networks for speech perception with Cochlear Implant systems for the profoundly deaf....Pages 462-470
Obstacle avoidance by means of an operant conditioning model....Pages 471-477
Qualitative approach to gradient based learning algorithms....Pages 478-485
Character recognition with neural assemblies....Pages 486-491
Learning by attentional scanning....Pages 492-497
The synthesis of the ranked neural networks applying genetic algorithm with the dynamic probability of mutation....Pages 498-504
Global versus local Heuristic Terminal Attractor....Pages 505-512
Dynamic learning of radial bases functions for fuzzy clustering....Pages 513-518
Incremental learning with a stopping criterion experimental results....Pages 519-526
Learning algorithm with gaussian membership function for Fuzzy RBF Neural Networks....Pages 527-534
Neural network initialization....Pages 535-542
Bidirectional Neural Networks reduce generalisation error....Pages 543-550
Balancing bias and variance: Network topology and pattern set reduction techniques....Pages 551-558
Priming an artificial neural classifier....Pages 559-565
Artificial neuroconsciousness an update....Pages 566-583
Physical and linguistic problems in the modelling of consciousness by neural networks....Pages 584-588
A neural network model for the velocity vector of an object and its consistency with psychological phenomena....Pages 589-596
Implementation and evaluation of a Relevance Feedback device based on Neural Networks....Pages 597-604
Second-order recurrent neural networks can learn regular grammars from noisy strings....Pages 605-610
Extracting DNF rules from artificial neural networks....Pages 611-618
Dynamic symbol grounding, state construction and the problem of teleology....Pages 619-626
Analysis of industrial economics by means of neural nets....Pages 627-633
Effects of spatial frequency and stimulus size on the orientation sensitivity of humans....Pages 634-641
Object oriented design of a simulator for large BP Neural Networks....Pages 642-649
Introducing XSim: A neural network simulator that incorporates biological parameters....Pages 650-657
NETTOOL: A hybrid connectionist-symbolic development environment....Pages 658-665
EL-SIM: a development environment for neuro-fuzzy intelligent controllers....Pages 666-672
Packlib, an interactive environment to develop modular software for data processing....Pages 673-682
NSL — Neural Simulation Language....Pages 683-688
Low-cost accelerator for the simulation of Cellular Neural Networks....Pages 689-695
A VLSI system for neural Bayesian and LVQ classification....Pages 696-703
An associative processor dedicated to classification by neural methods....Pages 704-711
Hardware-Oriented models for VLSI implementation of Self-Organizing Maps....Pages 712-719
Hardware requirements for spike-processing neural networks....Pages 720-727
A VLSI approach to the implementation of additive and shunting neural networks....Pages 728-735
A low-power analog implementation of Cellular Neural Networks....Pages 736-743
Asynchonously parallel Boltzmann Machines mapped onto distributed-memory multiprocessors....Pages 744-751
A coprocessor card for fast neural network emulation....Pages 752-760
Digital hardware implementation of ROI incremental algorithms....Pages 761-770
Comparing implementations of Radial Basis Function Neural Networks on three parallel machines....Pages 771-780
Implementing Radial Basis Functions Neural Networks on the systolic MANTRA machine....Pages 781-788
A mixed parallel-sequential SHNN for large networks....Pages 789-793
A modular VLSI architecture for neural networks implementation....Pages 794-799
A massively parallel neurocomputer with a reconfigurable arithmetical unit....Pages 800-806
An all-optical forward propagation multilayer neural network....Pages 807-814
A VLSI current mode synapse chip....Pages 815-821
Optimal mapping of neural networks onto FPGAs....Pages 822-829
A CPWM synapsis for Weighted Radial Basis Functions....Pages 830-837
Test pattern generation for analog circuits using neural networks and evolutive algorithms....Pages 838-844
About some perception problems in neural networks....Pages 845-859
Optimization neural networks for image segmentation....Pages 860-867
Segmentation of range images: A neural network approach....Pages 868-874
A neural architecture for preattentive segmentation of sewage pipes video images....Pages 875-881
A CNN model for grey scale image processing....Pages 882-889
Kohonen's self-organizing maps for contour segmentation of gray level and color images....Pages 890-897
A geometrical based procedure for source separation mapped to a neural network....Pages 898-905
Quasi-optimum combination of multilayer perceptrons for adaptive multiclass pattern recognition....Pages 906-912
A text recognition system based on a Neural Network and on a Deformed System....Pages 913-918
Simultaneous recognition of multiple objects using the MEM model....Pages 919-925
On-line handwritten character recognition by a hybrid method based on neural networks and pattern matching....Pages 926-933
Analysis and application of the store neural model in recognizing handwritted symbols....Pages 934-941
An adaptative orthogonal asociative memory and its application to character recognition....Pages 942-947
Texture classification on real time using semi-cover vector and an orthogonal neural network....Pages 948-955
An architecture for texture segmentation: from energy features to region detection....Pages 956-962
A lattice-based Time-Delay Neural Network for speech processing....Pages 963-970
Acquisition of internal representation by learning of identity-mapping using overload learning....Pages 971-978
A multiacuity connectionist model for local speed estimation....Pages 979-986
Using Artificial Neural Networks for ultrasonic signals processing from simple geometric shapes....Pages 987-992
A hierarchical neural network for mobile visual tracking with a robot head....Pages 993-1000
Short-term load forecasting using neural nets....Pages 1001-1008
Image compression using feedforward neural networks — Hierarchical approach....Pages 1009-1015
Neural approaches to robot control: Four representative applications....Pages 1016-1035
On line identification of causal relationships between variables in the feed water system of a nuclear power plant....Pages 1036-1044
Dynamic neural units for nonlinear dynamic systems identification....Pages 1045-1051
Optimal identification using feed-forward neural networks....Pages 1052-1059
Recurrent neural networks for identification of friction....Pages 1060-1067
Solving an end-effector positioning problem by Hopfield neural network....Pages 1068-1075
Visuomotor control using an artificial neural network....Pages 1076-1083
Learning the visuomotor coordination of a mobile robot by using the invertible Kohonen Map....Pages 1084-1091
Neural networks for automatic fuzzy control system design....Pages 1092-1098
Supervised classification with variable kernel estimators....Pages 1099-1106
Daily electrical power curves: Classification and forecasting using a Kohonen map....Pages 1107-1113
CMAC real-time adaptive control implementation on a D.S.P. based card....Pages 1114-1120
Neural networks in digital data transmission....Pages 1121-1127
A new neural network approach to the floorplanning of hierarchical VLSI designs....Pages 1128-1134
A neural network approach to Quality Control Charts....Pages 1135-1141
Bankruptcy prediction with Artificial Neural Networks....Pages 1142-1146