Computational Intelligence and Bioinspired Systems

Joint Kernel Maps
- Statistical Ensemble Method (SEM): A New Meta-machine Learning Approach Based on Statistical Techniques
- Neural Network Modeling by Subsampling
- Balanced Boosting with Parallel Perceptrons
- A Reinforcement Learning Algorithm Using Temporal Difference Error in Ant Model
- Selection of Weights for Sequential Feed-Forward Neural Networks: An Experimental Study
- Exploiting Multitask Learning Schemes Using Private Subnetworks
- Co-evolutionary Learning in Liquid Architectures
- Extended Sparse Nonnegative Matrix Factorization
- Radial Basic Functions Structures
- Using a Mahalanobis-Like Distance to Train Radial Basis Neural Networks
- Robustness of Radial Basis Functions
- Improving Clustering Technique for Functional Approximation Problem Using Fuzzy Logic: ICFA Algorithm
- Input Variable Selection in Hierarchical RBF Networks
- Approximating I/O Data Using Radial Basis Functions: A New Clustering-Based Approach
- Application of ANOVA to a Cooperative-Coevolutionary Optimization of RBFNs
- Self-organizing Networks and Methods
- Characterizing Self-developing Biological Neural Networks: A First Step Towards Their Application to Computing Systems
- Cooperative Bees Swarm for Solving the Maximum Weighted Satisfiability Problem
- Deriving Cortical Maps and Elastic Nets from Topology-Preserving Maps
- Evolution of Cooperating ANNs Through Functional Phenotypic Affinity
- Robust Growing Hierarchical Self Organizing Map
- Support Vector Machines
- Web Usage Mining Using Support Vector Machine
- Multi-kernel Growing Support Vector Regressor
- Cellular Neural Networks
- Stability Results for Cellular Neural Networks with Time Delays
- Global Exponential Stability Analysis in Cellular Neural Networks with Time-Varying Coefficients and Delays
- Hybrid Systems
- Diversity and Multimodal Search with a Hybrid Two-Population GA: An Application to ANN Development
- Identification of Fuzzy Systems with the Aid of Genetic Fuzzy Granulation
- Clustering-Based TSK Neuro-fuzzy Model for Function Approximation with Interpretable Sub-models
- Genetically Optimized Hybrid Fuzzy Neural Networks with the Aid of TSK Fuzzy Inference Rules and Polynomial Neural Networks
- IG-Based Genetically Optimized Fuzzy Polynomial Neural Networks
- Hierarchical Neuro-fuzzy Models Based on Reinforcement Learning for Intelligent Agents
- Neuroengineering and Hardware Implementations
- Interfacing with Patterned in Vitro Neural Networks by Means of Hybrid Glass-Elastomer Neurovectors: Progress on Neuron Placement, Neurite Outgrowth and Biopotential Measurements
- Using Kolmogorov Inspired Gates for Low Power Nanoelectronics
- CMOL CrossNets as Pattern Classifiers
- Analog VLSI Implementation of Adaptive Synapses in Pulsed Neural Networks
- Smart Sensing with Adaptive Analog Circuits
- Spiking Neurons Computing Platform
- Inter-spike-intervals Analysis of Poisson Like Hardware Synthetic AER Generation
- Ultra Low-Power Neural Inspired Addition: When Serial Might Outperform Parallel Architectures
- An Asynchronous 4-to-4 AER Mapper
- Fast Optoelectronic Neural Network for Vision Applications
- A Computational Tool to Test Neuromorphic Encoding Schemes for Visual Neuroprostheses
- Test Infrastructure for Address-Event-Representation Communications
- Automatic Generation of Bio-inspired Retina-Like Processing Hardware
- Two Hardware Implementations of the Exhaustive Synthetic AER Generation Method
- On the Design of a Parallel Genetic Algorithm Based on a Modified Survival Method for Evolvable Hardware
- A Novel Approach for the Implementation of Large Scale Spiking Neural Networks on FPGA Hardware
- A Quaternary CLB Design Using Quantum Device Technology on Silicon for FPGA Neural Network Architectures
- A Dynamically-Reconfigurable FPGA Platform for Evolving Fuzzy Systems
- FPGA Implementation of Hopfield Networks for Systems Identification
- An FPGA-Based Adaptive Fuzzy Coprocessor
- Pattern Recognition
- Cascade Ensembles
- Ensembles of Multilayer Feedforward: Some New Results
- Layered Network Computations by Parallel Nonlinear Processing
- Fast Classification with Neural Networks via Confidence Rating
- Characterization and Synthesis of Objects Using Growing Neural Gas
- ARGEN + AREPO: Improving the Search Process with Artificial Genetic Engineering
- Perception and Robotics
- Modelling Perceptual Discrimination
- Memory Retrieval in a Neural Network with Chaotic Neurons and Dynamic Synapses
- Neural Network Based 3D Model Reconstruction  with Highly Distorted Stereoscopic Sensors
- Evolutionary Design of a Brain-Computer Interface
- Vision-Based Walking Parameter Estimation for Biped Locomotion Imitation
- Designing a Control System for an Autonomous Robot Using an Evolutionary Algorithm
- Pruning Neural Networks for a Two-Link Robot Control System
- Using PSOMs to Learn Inverse Kinematics Through Virtual Decomposition of the Robot
- Highly Modular Architecture for the General Control of Autonomous Robots
- Complex Behaviours Through Modulation in Autonomous Robot Control
- Applications on Data Analysis and Preprocessing
- Explorative Data Analysis Based on Self-organizing Maps and Automatic Map Analysis
- A Novel Optimization of Profile HMM by a Hybrid Genetic Algorithm
- Heuristic Search over a Ranking for Feature Selection
- Intrinsic Dimensionality Maps with the PCASOM
- Applications on Data Mining
- The Curse of Dimensionality in Data Mining and Time Series Prediction
- Obtaining a Complex Linguistic Data Summaries from Database Based on a New Linguistic Aggregation Operator
- Bias and Variance of Rotation-Based Ensembles
- Comparative Assessment of the Robustness of Missing Data Imputation Through Generative Topographic Mapping
- Induction of Decision Trees Using an Internal Control of Induction
- An Approach to Reduce the Cost of Evaluation in Evolutionary Learning
- Applications on Signal Processing
- Efficient Design of Fixed Point Digital FIR Filters by Using Differential Evolution Algorithm
- Manifold Constrained Finite Gaussian Mixtures
- A Comparison of Gaussian Based ANNs for the Classification of Multidimensional Hyperspectral Signals
- Voice Activity Detection Using Higher Order Statistics
- Matched Filter as Pre-processing Tool for Multi-user Detection in DS-CDMA System
- A Robust Multiple Feature Approach to Endpoint Detection in Car Environment Based on Advanced Classifiers
- Canonical Correlation Analysis Using for DOA Estimation of Multiple Audio Sources
- Applications on Image Processing
- Multilayer Perceptrons Applied to Traffic Sign Recognition Tasks
- Shape Classification Algorithm Using Support Vector Machines for Traffic Sign Recognition
- A Practical License Plate Recognition System for Real-Time Environments
- Matching Algorithm for Hangul Recognition Based on PDA
- Block LDA for Face Recognition
- Image Processing with CNN in a FPGA-Based Augmented Reality System for Visually Impaired People
- A Gradient Descent MRI Illumination Correction Algorithm
- Mutifractal Analysis of Electroencephalogram Time Series in Humans
- Face Recognition with Improved Pairwise Coupling Support Vector Machines
- Face Recognition System Based on PCA and Feedforward Neural Networks
- A New Fuzzy Approach for Edge Detection
- Applications on Forecasting
- Fault Detection and Prediction of Clocks and Timers Based on Computer Audition and Probabilistic Neural Networks
- Long Term Prediction of Product Quality in a Glass Manufacturing Process Using a Kernel Based Approach
- Time Series Forecast with Anticipation Using Genetic Programming
- Multi-modeling: A Different Way to Design Intelligent Predictors
- Input and Structure Selection for k-NN Approximator
- Nonlinear Robust Identification with ? - GA: FPS Under Several Norms Simultaneously
- Input Selection for Long-Term Prediction of Time Series
- Direct and Recursive Prediction of Time Series Using Mutual Information Selection
- Load Forecasting Using Fixed-Size Least Squares Support Vector Machines
- TaSe Model for Long Term Time Series Forecasting
- Applications on Independent Component Analysis and Blind Source Separation
- Connections Between ICA and Sparse Coding Revisited
- Analysis of Variance of Three Contrast Functions in a Genetic Algorithm for Non-linear Blind Source Separation
- Robust Processing of Microarray Data by Independent Component Analysis
- Multichannel Blind Signal Separation in Semiconductor-Based GAS Sensor Arrays
- Clustering of Signals Using Incomplete Independent Component Analysis
- A Hybridization of Simulated Annealing and Local PCA for Automatic Component Assignment Within ICA
- An ICA Approach to Detect Functionally Different Intra-regional Neuronal Signals in MEG Data
- Filtering-Free Blind Separation of Correlated Images
- Robust Blind Image Watermarking with Independent Component Analysis: A Embedding Algorithm
- Applications on Power Systems
- Adaptive Load Frequency Control with Dynamic Fuzzy Networks in Power Systems
- Fault Fuzzy Rule Extraction from AC Motors by Neuro-fuzzy Models
- Adaptive Power System Stabilizer Using ANFIS and Genetic Algorithms
- Use of ANN in a Research Reactor Power Fuzzy Controller
- Other Applications
- The Use of Bayesian Networks for Subgrouping Heterogeneous Diseases
- Graph Partitioning via Recurrent Multivalued Neural Networks
- Dynamical Random Neural Network Approach to a Problem of Optimal Resource Allocation
- Biometric Hand Recognition Using Neural Networks
- Biometric Identification by Means of Hand Geometry and a Neural Net Classifier
- Study of a Committee of Neural Networks for Biometric Hand-Geometry Recognition
- An Evolutionary Environment for Wind Turbine Blade Design
- Linguistic Properties Based on American Sign Language Recognition with Artificial Neural Networks Using a Sensory Glove and Motion Tracker
- Crack Detection in Wooden Pallets Using the Wavelet Transform of the Histogram of Connected Elements
- A Competitive-Based Method for Determining the Number of Groups: A Clinical Application
- Knowledge Extraction from Neural Networks Using the All-Permutations Fuzzy Rule Base: The LED Display Recognition Problem
- Controlling Force Based on Radial Fuzzy Functions in High-Speed Machining Processes
- Sequential PN Acquisition Scheme Based on a Fuzzy Logic Controller
- Fuzzy Logic System for Students' Evaluation