Engineering Applications of Bio-Inspired Artificial Neural Networks International Work-Conference on Artificial and Natural Neural Networks, IWANN'99, Alicante, Spain, June 2-4, 1999, Proceedings, Volume II /
This book constitutes, together with its compagnion LNCS 1606, the refereed proceedings of the International Work-Conference on Artificial and Neural Networks, IWANN'99, held in Alicante, Spain in June 1999. The 91 revised papers presented were carefully reviewed and selected for inclusion in t...
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| Other Authors: | , |
| Format: | Electronic eBook |
| Language: | English |
| Published: |
Berlin, Heidelberg :
Springer Berlin Heidelberg : Imprint: Springer,
1999.
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| Edition: | 1st ed. 1999. |
| Series: | Lecture Notes in Computer Science,
1607 |
| Subjects: | |
| Online Access: | Full Text via HEAL-Link |
Table of Contents:
- A unified model for the simulation of artificial and biology-oriented neural networks
- Weight freezing in constructive neural networks: A novel approach
- Can general purpose micro-processors simulate neural networks in real-time?
- Large neural net simulation under Beowulf-like systems
- A constructive cascade network with adaptive regularisation
- An agent-based operational model for hybrid connectionist-symbolic learning
- Optimal discrete recombination: Hybridising evolution strategies with the A algorithm
- Extracting rules from artificial neural networks with kernel-based representations
- Rule improvement through decision boundary detection using sensitivity analysis
- The role of dynamic reconfiguration for implementing artificial neural networks models in programmable hardware
- An associative neural network and its special purpose pipeline architecture in image analysis
- Effects of global perturbations on learning capability in a CMOS analogue implementation of synchronous Boltzmann machine
- Beta-CMOS artificial neuron and implementability limits
- Using on-line arithmetic and reconfiguration for neuroprocessor implementation
- Digital implementation of artificial neural networks: From VHDL description to FPGA implementation
- Hardware implementation using DSP's of the neurocontrol of a wheelchair
- Forward-backward parallelism in on-line backpropagation
- A VLSI approach for spike timing coding
- An artificial dendrite using active channels
- Analog electronic system for simulating biological neurons
- Neural addition and fibonacci numbers
- Adaptive cooperation between processors in a parallel Boltzmann machine implementation
- Adaptive Brain Interfaces
- Identifying mental tasks from spontaneous EEG: Signal representation and spatial analysis
- Independent component analysis of human brain waves
- EEG-based brain-computer interface using subject-specific spatial filters
- Multi-neural network approach for classification of brainstem evoked response auditory
- EEG-based cognitive task classification with ICA and neural networks
- Local pattern of synchronization in extraestriate networks during visual attention
- A bioinspired hierarchical system for speech recognition
- A neural network approach for the analysis of multineural recordings in retinal ganglion cells
- Challenges for a real-world information processing by means of real-time neural computation and real-conditions simulation
- A parametrizable design of the mechanical-neural transduction system of the auditory brainstem
- Development of a new space perception system for blind people, based on the creation of a virtual acoustic space
- Application of the Fuzzy Kohonen Clustering Network to biological macromolecules images classification
- Bayesian VQ image filtering design with fast adaption competitive neural networks
- Neural networks for coefficient prediction in wavelet image coders
- A neural network architecture for trademark image retrieval
- Improved automatic classification of biological particles from electron-microscopy images using genetic neural nets
- Pattern recognition using neural network based on multi-valued neurons
- Input pre-processing for transformation invariant pattern recognition
- Method for automatic karyotyping of human chromosomes based on the visual attention system
- Adaptive adjustment of the CNN output function to obtain contrast enhancement
- Application of ANN techniques to automated identification of bovine livestock
- An investigation into cellular neural networks internal dynamics applied to image processing
- Autopoiesis and image processing: Detection of structure and organization in images
- Preprocessing of radiological images: Comparison of the application of polynomic algorithms and artificial neural networks to the elimination of variations in background luminosity
- Feature extraction with an associative neural network and its application in industrial quality control
- Genetic algorithm based training for multilayer discrete-time cellular neural networks
- How to select the inputs for a multilayer feedforward network by using the training set
- Neural implementation of the JADE-algorithm
- Variable selection by recurrent neural networks. Application in structure activity relationship study of cephalosporins
- Optimal use of a trained neural network for input selection
- Applying evolution strategies to neural networks robot controller
- On virtual sensory coding: An analytical model of the endogenous representation
- Using temporal information in ANNs for the implementation of autonomous robot controllers
- Learning symbolic rules with a reactive with tags classifier system in robot navigation
- Small sample discrimination and professional performance assessment
- SOM based analysis of pulping process data
- Gradient descent learning algorithm for hierarchical neural networks: A case study in industrial quality
- Application of neural networks for automated X-ray image inspection in electronics manufacturing
- Forecasting financial time series through intrinsic dimension estimation and non-linear data projection
- Parametric characterization of hardness profiles of steels with neuro-wavelet networks
- Study of two ANN digital implementations of a radar detector candidate to an on-board satellite experiment
- Curvilinear component analysis for high-dimensional data representation: I. Theoretical aspects and practical use in the presence of noise
- Curvilinear Component Analysis for high-dimensional data representation: II. Examples of additional mapping constraints in specific applications
- Image motion analysis using scale space approximation and simulated annealing
- Blind inversion of Wiener systems
- Separation of speech signals for nonlinear mixtures
- Nonlinear blind source separation by pattern repulsion
- Text-to-text machine translation using the RECONTRA connectionist model
- An intelligent agent for brokering problem-solving knowledge
- A system for facilitating and enhancing web search
- Applying Ontology to the web: A case study
- How to find suitable ontologies using an ontology-based WWW broker
- Towards personalized distance learning on the web
- Visual knowledge engineering as a cognitive tool
- Optimizing web newspaper layout using simulated annealing
- Artificial neural network-based diagnostic system methodology
- Neural networks in automatic diagnosis malignant brain tumors
- A new evolutionary diagram: Application to BTGP and information retrieval
- Artificial neural networks as useful tools for the optimization of the relative offset between two consecutive sets of traffic lights
- ASGCS: A new self-organizing network for automatic selection of feature variables
- Adaptive hybrid speech coding with a MLP/LPC structure
- Neural predictive coding for speech signal
- Support vector machines for multi-class classification
- Self-organizing yprel network population for distributed classification problem solving
- An accurate measure for multilayer perceptron tolerance to additive weight deviations
- Fuzzy inputs and missing data in similarity-based heterogeneous neural networks
- A neural network approach for generating solar irradiation artificial series
- Color recipe specification in the textile print shop using radial basis function networks
- Predicting the speed of beer fermentation in laboratory and industrial scale.
