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Mathematical and Theoretical Methods |
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Role of Function Complexity and Network Size in the Generalization Ability of Feedforward Networks |
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1 | (8) |
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Analysis of the Sanger Hebbian Neural Network |
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9 | (8) |
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Considering Multidimensional Information Through Vector Neural Networks |
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17 | (8) |
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Combining Ant Colony Optimization with Dynamic Programming for Solving the k-Cardinality Tree Problem |
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25 | (9) |
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A Basic Approach to Reduce the Complexity of a Self-generated Fuzzy Rule-Table for Function Approximation by Use of Symbolic Interpolation |
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34 | (8) |
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Average Time Complexity of Estimation of Distribution Algorithms |
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42 | (8) |
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A Comparison of Evolutionary Approaches to the Shortest Common Supersequence Problem |
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50 | (9) |
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Simultaneous Evolution of Neural Network Topologies and Weights for Classification and Regression |
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59 | (8) |
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Applying Bio-inspired Techniques to the p-Median Problem |
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67 | (8) |
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Optimal Strategy for Resource Allocation of Two-Dimensional Potts Model Using Genetic Algorithm |
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75 | (8) |
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Memetic Algorithms to Product-Unit Neural Networks for Regression |
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83 | (8) |
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Francisco Martinez-Estudillo |
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Alfonso Martinez-Estudillo |
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Lamarckian Clonal Selection Algorithm Based Function Optimization |
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91 | (8) |
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Neurocomputational Inspired Models |
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Artificial Neural Networks Based on Brain Circuits Behaviour and Genetic Algorithms |
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99 | (8) |
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Modeling Synaptic Transmission and Quantifying Information Transfer in the Granular Layer of the Cerebellum |
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107 | (8) |
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The After-Hyperpolarization Amplitude and the Rise Time Constant of IPSC Affect the Synchronization Properties of Networks of Inhibitory Interneurons |
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115 | (7) |
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TiViPE Simulation of a Cortical Crossing Cell Model |
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122 | (8) |
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A Model of Spiking-Bursting Neuronal Behavior Using a Piecewise Linear Two-Dimensional Map |
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130 | (6) |
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Real-Time Spiking Neural Network: An Adaptive Cerebellar Model |
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136 | (9) |
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Modeling Neural Processes in Lindenmayer Systems |
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145 | (8) |
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Modeling Stimulus Equivalence with Multi Layered Neural Networks |
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153 | (8) |
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Instability of Attractors in Auto-associative Networks with Bio-inspired Fast Synaptic Noise |
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161 | (7) |
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Lookup Table Powered Neural Event-Driven Simulator |
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168 | (8) |
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176 | (16) |
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Statistical Ensemble Method (SEM): A New Meta-machine Learning Approach Based on Statistical Techniques |
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192 | (8) |
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Neural Network Modeling by Subsampling |
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200 | (8) |
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Balanced Boosting with Parallel Perceptrons |
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208 | (9) |
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A Reinforcement Learning Algorithm Using Temporal Difference Error in Ant Model |
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217 | (8) |
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Selection of Weights for Sequential Feed-Forward Neural Networks: An Experimental Study |
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225 | (8) |
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Exploiting Multitask Learning Schemes Using Private Subnetworks |
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233 | (8) |
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Anibal R. Figueiras-Vidal |
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Co-evolutionary Learning of Liquid Architectures |
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241 | (8) |
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Extended Sparse Nonnegative Matrix Factorization |
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249 | (8) |
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Radial Basic Functions Structures |
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Using a Mahalanobis-Like Distance to Train Radial Basis Neural Networks |
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257 | (7) |
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Robustness of Radial Basis Functions |
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264 | (8) |
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Improving Clustering Technique for Functional Approximation Problem Using Fuzzy Logic: ICFA Algorithm |
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272 | (8) |
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Input Variable Selection in Hierarchical RBF Networks |
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280 | (9) |
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Approximating I/O Data Using Radial Basis Functions: A New Clustering-Based Approach |
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289 | (8) |
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Application of ANOVA to a Cooperative-Coevolutionary Optimization of RBFNs |
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297 | (9) |
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Self-organizing Networks and Methods |
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Characterizing Self-developing Biological Neural Networks: A First Step Towards Their Application to Computing Systems |
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306 | (12) |
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Cooperative Bees Swarm for Solving the Maximum Weighted Satisfiability Problem |
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318 | (8) |
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Deriving Cortical Maps and Elastic Nets from Topology-Preserving Maps |
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326 | (7) |
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Evolution of Cooperating ANNs Through Functional Phenotypic Affinity |
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333 | (8) |
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Robust Growing Hierarchical Self Organizing Map |
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341 | (8) |
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Web Usage Mining Using Support Vector Machine |
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349 | (8) |
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Multi-kernel Growing Support Vector Regressor |
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357 | (9) |
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Stability Results for Cellular Neural Networks with Time Delays |
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366 | (8) |
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Global Exponential Stability Analysis in Cellular Neural Networks with Time-Varying Coefficients and Delays |
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374 | (8) |
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Diversity and Multimodal Search with a Hybrid Two-Population GA: An Application to ANN Development |
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382 | (9) |
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Identification of Fuzzy Systems with the Aid of Genetic Fuzzy Granulation |
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391 | (8) |
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Clustering-Based TSK Neuro-fuzzy Model for Function Approximation with Interpretable Sub-models |
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399 | (8) |
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Genetically Optimized Hybrid Fuzzy Neural Networks with the Aid of TSK Fuzzy Inference Rules and Polynomial Neural Networks |
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407 | (9) |
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IG-Based Genetically Optimized Fuzzy Polynomial Neural Networks |
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416 | (8) |
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Hierarchical Neuro-fuzzy Models Based on Reinforcement Learning for Intelligent Agents |
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424 | (9) |
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Neuroengineering and Hardware Implementations |
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Interfacing with Patterned in Vitro Neural Networks by Means of Hybrid Glass-Elastomer Neurovectors: Progress on Neuron Placement, Neurite Outgrowth and Biopotential Measurements |
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433 | (5) |
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Using Kolmogorov Inspired Gates for Low Power Nanoelectronics |
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438 | (8) |
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CMOL CrossNets as Pattern Classifiers |
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446 | (9) |
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Analog VLSI Implementation of Adaptive Synapses in Pulsed Neural Networks |
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455 | (8) |
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Smart Sensing with Adaptive Analog Circuits |
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463 | (8) |
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Bonifacio Martin-del-Brio |
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Spiking Neurons Computing Platform |
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471 | (8) |
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Inter-spike-intervals Analysis of Poisson Like Hardware Synthetic AER Generation |
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479 | (7) |
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Ultra Low-Power Neural Inspired Addition: When Serial Might Outperform Parallel Architectures |
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486 | (8) |
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An Asynchronous 4-to-4 AER Mapper |
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494 | (8) |
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Fast Optoelectronic Neural Network for Vision Applications |
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502 | (8) |
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A Computational Tool to Test Neuromorphic Encoding Schemes for Visual Neuroprostheses |
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510 | (8) |
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Test Infrastructure for Address-Event-Representation Communications |
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518 | (9) |
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Automatic Generation of Bio-inspired Retina-Like Processing Hardware |
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527 | (7) |
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Two Hardware Implementations of Exhaustive Synthetic AER Generation Method |
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534 | (7) |
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On the Design of a Parallel Genetic Algorithm Based on a Modified Survival Method for Evolvable Hardware |
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541 | (11) |
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A Novel Approach for the Implementation of Large Scale Spiking Neural Networks on FPGA Hardware |
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552 | (12) |
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A Quaternary CLB Design Using Quantum Device Technology on Silicon for FPGA Neural Network Architectures |
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564 | (8) |
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A Dynamically-Reconfigurable FPGA Platform for Evolving Fuzzy Systems |
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572 | (10) |
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FPGA Implementation of Hopfield Networks for Systems Identification |
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582 | (8) |
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An FPGA-Based Adaptive Fuzzy Coprocessor |
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590 | (8) |
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598 | (6) |
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Ensembles of Multilayer Feedforward: Some New Results |
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604 | (8) |
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Carlos Hernandez-Espinosa |
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Mercedes Fernandez-Redondo |
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Layered Network Computations by Parallel Nonlinear Processing |
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612 | (10) |
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Fast Classification with Neural Networks via Confidence Rating |
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622 | (8) |
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Characterization and Synthesis of Objects Using Growing Neural Gas |
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630 | (7) |
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ARGEN + AREPO: Improving the Search Process with Artificial Genetic Engineering |
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637 | (9) |
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Modelling Perceptual Discrimination |
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646 | (8) |
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Memory Retrieval in a Neural Network with Chaotic Neurons and Dynamic Synapses |
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654 | (7) |
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Neural Network Based 3D Model Reconstruction with Highly Distorted Stereoscopic Sensors |
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661 | (8) |
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Evolutionary Design of a Brain-Computer Interface |
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669 | (8) |
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Vision-Based Walking Parameter Estimation for Biped Locomotion Imitation |
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677 | (8) |
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Francisco Sandoval Hernandez |
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Designing a Control System for an Autonomous Robot Using an Evolutionary Algorithm |
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685 | (8) |
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Pruning Neural Networks for a Two-Link Robot Control System |
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693 | (8) |
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Using PSOMs to Learn Inverse Kinematics Through Virtual Decomposition of the Robot |
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701 | (8) |
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Highly Modular Architecture for the General Control of Autonomous Robots |
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709 | (8) |
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Complex Behaviours Through Modulation in Autonomous Robot Control |
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717 | (8) |
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Applications on Data Analysis and Preprocessing |
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Explorative Data Analysis Based on Self-organizing Maps and Automatic Map Analysis |
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725 | (9) |
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A Novel Optimization of Profile HMM by a Hybrid Genetic Algorithm |
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734 | (8) |
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Heuristic Search over a Ranking for Feature Selection |
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742 | (8) |
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Intrinsic Dimensionality Maps with the PCASOM |
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750 | (8) |
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Juan Miguel Ortiz-de-Lazcano-Lobato |
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Maria del Carmen Vargas-Gonzalez |
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Applications on Data Mining |
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The Curse of Dimensionality in Data Mining and Time Series Prediction |
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758 | (13) |
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Obtaining a Complex Linguistic Data Summaries from Database Based on a New Linguistic Aggregation Operator |
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771 | (8) |
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Bias and Variance of Rotation-Based Ensembles |
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779 | (8) |
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Comparative Assessment of the Robustness of Missing Data Imputation Through Generative Topographic Mapping |
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787 | (8) |
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Induction of Decision Trees Using an Internal Control of Induction |
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795 | (9) |
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An Approach to Reduce the Cost of Evaluation in Evolutionary Learning |
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804 | (8) |
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Applications on Signal Processing |
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Efficient Design of Fixed Point Digital FIR Filters by Using Differential Evolution Algorithm |
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812 | (8) |
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Manifold Constrained Finite Gaussian Mixtures |
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820 | (9) |
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A Comparison of Gaussian Based ANNs for the Classification of Multidimensional Hyperspectral Signals |
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829 | (8) |
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Voice Activity Detection Using Higher Order Statistics |
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837 | (8) |
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Matched Filter as Pre-processing Tool for Multi-user Detection in DS-CDMA System |
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845 | (5) |
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A Robust Multiple Feature Approach to Endpoint Detection in Car Environment Based on Advanced Classifiers |
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850 | (7) |
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Canonical Correlation Analysis Using for DOA Estimation of Multiple Audio Sources |
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857 | (8) |
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Applications on Image Processing |
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Multilayer Perceptrons Applied to Traffic Sign Recognition Tasks |
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865 | (8) |
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Shape Classification Algorithm Using Support Vector Machines for Traffic Sign Recognition |
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873 | (8) |
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A Practical License Plate Recognition System for Real-Time Environments |
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881 | (8) |
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Matching Algorithm for Hangul Recognition Based on PDA |
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889 | (10) |
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Block LDA for Face Recognition |
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899 | (7) |
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Image Processing with CNN in a FPGA-Based Augmented Reality System for Visually Impaired People |
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906 | (7) |
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A Gradient Descent MRI Illumination Correction Algorithm |
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913 | (8) |
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Multifractal Analysis of Electroencephalogram Time Series in Humans |
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921 | (6) |
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Face Recognition with Improved Pairwise Coupling Support Vector Machines |
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927 | (8) |
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Face Recognition System Based on PCA and Feedforward Neural Networks |
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935 | (8) |
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A New Fuzzy Approach for Edge Detection |
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943 | (9) |
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Applications on Forecasting |
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Fault Detection and Prediction of Clocks and Timers Based on Computer Audition and Probabilistic Neural Networks |
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952 | (8) |
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Long Term Prediction of Product Quality in a Glass Manufacturing Process Using a Kernel Based Approach |
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960 | (8) |
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Time Series Forecast with Anticipation Using Genetic Programming |
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968 | (8) |
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Multi-modeling: A Different Way to Design Intelligent Predictors |
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976 | (9) |
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Input and Structure Selection for k-NN Approximator |
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985 | (8) |
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Nonlinear Robust Identification with ε -- GA: FPS Under Several Norms Simultaneously |
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993 | (9) |
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Input Selection for Long-Term Prediction of Time Series |
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1002 | (8) |
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Direct and Recursive Prediction of Time Series Using Mutual Information Selection |
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1010 | (8) |
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Load Forecasting Using Fixed-Size Least Squares Support Vector Machines |
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1018 | (9) |
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TaSe Model for Long Term Time Series Forecasting |
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1027 | (8) |
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Applications on Independent Component Analysis and Blind Source Separation |
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Connections Between ICA and Sparse Coding Revisited |
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1035 | (8) |
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Analysis of Variance of Three Contrast Functions in a Genetic Algorithm for Non-linear Blind Source Separation |
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1043 | (8) |
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Robust Processing of Microarray Data by Independent Component Analysis |
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1051 | (8) |
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Multichannel Blind Signal Separation in Semiconductor-Based GAS Sensor Arrays |
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1059 | (8) |
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Clustering of Signals Using Incomplete Independent Component Analysis |
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1067 | (8) |
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A Hybridization of Simulated Annealing and Local PCA for Automatic Component Assignment Within ICA |
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1075 | (8) |
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An ICA Approach to Detect Functionally Different Intra-regional Neuronal Signals in MEG Data |
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1083 | (8) |
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Filtering-Free Blind Separation of Correlated Images |
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1091 | (9) |
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Robust Blind Image Watermarking with Independent Component Analysis: A Embedding Algorithm |
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1100 | (8) |
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Juan Jose Murillo-Fuentes |
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Applications on Power Systems |
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Adaptive Load Frequency Control with Dynamic Fuzzy Networks in Power Systems |
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1108 | (8) |
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Fault Fuzzy Rule Extraction from AC Motors by Neuro-fuzzy Models |
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1116 | (8) |
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Adaptive Power System Stabilizer Using ANFIS and Genetic Algorithms |
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1124 | (8) |
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Use of ANN in a Research Reactor Power Fuzzy Controller |
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1132 | (8) |
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The Use of Bayesian Networks for Subgrouping Heterogeneous Diseases |
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1140 | (9) |
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Graph Partitioning via Recurrent Multivalued Neural Networks |
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1149 | (8) |
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Enrique Merida-Casermeiro |
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Dynamical Random Neural Network Approach to a Problem of Optimal Resource Allocation |
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1157 | (7) |
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Biometric Hand Recognition Using Neural Networks |
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1164 | (8) |
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Biometric Identification by Means of Hand Geometry and a Neural Net Classifier |
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1172 | (8) |
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Guillermo Mar Navarro Merida |
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Study of a Committee of Neural Networks for Biometric Hand-Geometry Recognition |
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1180 | (8) |
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An Evolutionary Environment for Wind Turbine Blade Design |
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1188 | (9) |
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Linguistic Properties Based on American Sign Language Recognition with Artificial Neural Networks Using a Sensory Glove and Motion Tracker |
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1197 | (9) |
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Crack Detection in Wooden Pallets Using the Wavelet Transform of the Histogram of Connected Elements |
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1206 | (8) |
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A Competitive-Based Method for Determining the Number of Groups: A Clinical Application |
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1214 | (8) |
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Knowledge Extraction from Neural Networks Using the All-Permutations Fuzzy Rule Base: The LED Display Recognition Problem |
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1222 | (8) |
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Controlling Force Based on Radial Fuzzy Functions in High-Speed Machining Processes |
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1230 | (8) |
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Sequential PN Acquisition Scheme Based on a Fuzzy Logic Controller |
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1238 | (8) |
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Fuzzy Logic System for Students' Evaluation |
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1246 | (9) |
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Author Index |
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1255 | |