Bio-inspired Applications

Based Image Processing
- Self-Organizing Map for Hyperspectral Image Analysis
- Classification of the Images of Gene Expression Patterns Using Neural Networks Based on Multi-valued Neurons
- Image Restoration Using Neural Networks
- Automatic Generation of Digital Filters by NN Based Learning: An Application on Paper Pulp Inspection
- Image Quality Enhancement for Liquid Bridge Parameter Estimation with DTCNN
- Neural Network Based on Multi-valued Neurons: Application in Image Recognition, Type of Blur and Blur Parameters Identification
- Analyzing Wavelets Components to Perform Face Recognition
- Man-Machine Voice Interface Using a Commercially Available Neural Chip
- Partial Classification in Speech Recognition Verification
- Speaker Recognition Using Gaussian Mixtures Models
- A Comparative Study of ICA Filter Structures Learnt from Natural and Urban Images
- Neural Edge Detector - A Good Mimic of Conventional One Yet Robuster against Noise
- Neural Networks for Image Restoration from the Magnitude of Its Fourier Transform
- Medical Applications
- An Automatic System for the Location of the Optic Nerve Head from 2D Images
- Can ICA Help Classify Skin Cancer and Benign Lesions?
- An Approach Fractal and Analysis of Variogram for Edge Detection of Biomedical Images
- Some Examples for Solving Clinical Problems Using Neural Networks
- Medical Images Analysis: An Application of Artificial Neural Networks in the Diagnosis of Human Tissues
- Feature Selection, Ranking of Each Feature and Classification for the Diagnosis of Community Acquired Legionella Pneumonia
- Rotation-Invariant Image Association for Endoscopic Positional Identification Using Complex-Valued Associative Memories
- A Multi Layer Perceptron Approach for Predecting and Modelling the Dynamical Behavior of Cardiac Ventricular Repolarisation
- Detection of Microcalcifications in Mammograms by the Combination of a Neural Detector and Multiscale Feature Enhancement
- An Auto-learning System for the Classification of Fetal Heart Rate Decelerative Patterns
- Neuro-Fuzzy Nets in Medical Diagnosis: The DIAGEN Case Study of Glaucoma
- Robotics
- Evolving Brain Structures for Robot Control
- A Cuneate-Based Network and Its Application as a Spatio-Temporal Filter in Mobile Robotics
- An Application of Fuzzy State Automata:Motion Control of an Hexapod Walking Machine
- Neural Adaptive Force Control for Compliant Robots
- Reactive Navigation Using Reinforment Learning in Situations of POMDPs
- Landmark Recognition for Autonomous Navigation Using Odometric Information and a Network of Perceptrons
- Topological Maps for Robot's Navigation: A Conceptual Approach
- Information Integration for Robot Learning Using Neural Fuzzy Systems
- Incorporating Perception-Based Information in Reinforcement Learning Using Computing with Words
- Cellular Neural Networks for Mobile Robot Vision
- Learning to Predict Variable-Delay Rewards and Its Role in Autonomous Developmental Robotics
- Robust Chromatic Identification and Tracking
- Sequence Learning in Mobile Robots Using Avalanche Neural Networks
- Investigating Active Pattern Recognition in an Imitative Game
- Towards an On-Line Neural Conditioning Model for Mobile Robots
- General Applications
- A Thermocouple Model Based on Neural Networks
- Improving Biological Sequence Property Distances by Using a Genetic Algorithm
- Data Mining Applied to Irrigation Water Management
- Classification of Specular Object Based on Statistical Learning Theory
- On the Application of Heteroassociative Morphological Memories to Face Localization
- Early Detection and Diagnosis of Faults in an AC Motor Using Neuro Fuzzy Techniques: FasArt + Fuzzy k Nearest Neighbors
- Knowledge-Based Neural Networks for Modelling Time Series
- Using Artificial Neural Network to Define Fuzzy Comparators in FSQL with the Criterion of some Decision Maker
- Predictive Classification for Integrated Pest Management by Clustering in NN Output Space
- Blind Source Separation in the Frequency Domain: A Novel Solution to the Amplitude and the Permutation Indeterminacies
- Evaluation, Classification and Clustering with NeuroFuzzy Techniques in Integrate Pest Management
- Inaccessible Parameters Monitoring in Industrial Environment: A Neural Based Approach
- Autoorganised Structures for Extraction of Perceptual Primitives
- Real-Time Wavelet Transform for Image Processing on the Cellular Neural Network Universal Machine
- OBLIC: Classification System Using Evolutionary Algorithm
- Design of a Pre-processing Stage for a voiding the Dependence on TSNR of a Neural Radar Detector
- Foetal Age and Weight Determination Using a Lateral Interaction Inspired Net
- Inference of Stochastic Regular Languages through Simple Recurrent Networks with Time Delays
- Is Neural Network a Reliable Forecaster on Earth? A MARS Query!
- Character Feature Extraction Using Polygonal Projection Sweep (Contour Detection)
- Using Contextual Information to Selectively Adjust Preprocessing Parameters
- Electric Power System's Stability Assessment and Online-Provision of Control Actions Using Self-Organizing Maps
- Neural Networks for Contingency Evaluation and Monitoring in Power Systems
- Hybrid Framework for Neuro-Dynamic Programming Application to Water Supply Networks
- Classification of Disturbances in Electrical Signals Using Neural Networks
- Neural Classification and " Traditional " Data Analysis: An Application to Households' Living Conditions
- Nonlinear Synthesis of Vowels in the LP Residual Domain with a Regularized RBF Network
- Nonlinear Vectorial Prediction With Neural Nets
- Separation of Sources Based on the Partitioning of the Space of Observations
- Adaptive ICA with Order Statistics in Multidimensional Scenarios
- Pattern Repulsion Revisited
- The Minimum Entropy and Cumulants Based Contrast Functions for Blind Source Extraction
- Feature Extraction in Digital Mammography: An Independent Component Analysis Approach
- Blind Source Separation in Convolutive Mixtures: A Hybrid Approach for Colored Sources
- A Conjugate Gradient Method and Simulated Annealing for Blind Separation of Sources
- The Problem of Overlearning in High-Order ICA Approaches: Analysis and Solutions
- Equi-convergence Algorithm for Blind Separation of Sources with Arbitrary Distributions
- Separating Convolutive Mixtures by Mutual Information Minimization