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 / edited by Jose Mira, Juan V. Sanchez-Andres.

Format:

Book

Contributor:

Mira, J. (José), editor.

Sánchez-Andrés, Juan V., editor.

SpringerLink (Online service)

Series:

Computer Science (Springer-11645)

Lecture notes in computer science 0302-9743 ; 1607.

Lecture Notes in Computer Science, 0302-9743 ; 1607

Language:

English

Subjects (All):

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.

Local Subjects:

Artificial Intelligence.

Computation by Abstract Devices.

Image Processing and Computer Vision.

Computer Systems Organization and Communication Networks.

Complexity.

Physical Description:

1 online resource (XLVI, 912 pages).

Edition:

First edition 1999.

Contained In:

Springer eBooks

Place of Publication:

Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 1999.

System Details:

text file PDF

Summary:

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 the book. This volume is devoted to applications of biologically inspired artificial neural networks in various engineering disciplines. The papers are organized in parts on artificial neural nets simulation and implementation, image processing, and engineering applications.

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.

Other Format:

Printed edition:

ISBN:

978-3-540-48772-2

9783540487722

Access Restriction:

Restricted for use by site license.