Engineering Applications of Bio-Inspired Artificial Neural Networks [[electronic resource] ] : International Work-Conference on Artificial and Natural Neural Networks, IWANN'99, Alicante, Spain, June 2-4, 1999, Proceedings, Volume II / / edited by Jose Mira, Juan V. Sanchez-Andres |
Edizione | [1st ed. 1999.] |
Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 1999 |
Descrizione fisica | 1 online resource (XLVI, 912 p.) |
Disciplina | 006.3 |
Collana | Lecture Notes in Computer Science |
Soggetto topico |
Artificial intelligence
Computers Optical data processing Computer organization Computational complexity Artificial Intelligence Computation by Abstract Devices Image Processing and Computer Vision Computer Systems Organization and Communication Networks Complexity |
ISBN | 3-540-48772-7 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto | 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. |
Record Nr. | UNISA-996466139203316 |
Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 1999 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. di Salerno | ||
|
Engineering Applications of Bio-Inspired Artificial Neural Networks [[electronic resource] ] : International Work-Conference on Artificial and Natural Neural Networks, IWANN'99, Alicante, Spain, June 2-4, 1999, Proceedings, Volume II / / edited by Jose Mira, Juan V. Sanchez-Andres |
Edizione | [1st ed. 1999.] |
Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 1999 |
Descrizione fisica | 1 online resource (XLVI, 912 p.) |
Disciplina | 006.3 |
Collana | Lecture Notes in Computer Science |
Soggetto topico |
Artificial intelligence
Computers Optical data processing Computer organization Computational complexity Artificial Intelligence Computation by Abstract Devices Image Processing and Computer Vision Computer Systems Organization and Communication Networks Complexity |
ISBN | 3-540-48772-7 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto | 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. |
Record Nr. | UNINA-9910767558203321 |
Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 1999 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. Federico II | ||
|