Neural nets WIRN11 : proceedings of the 21st Italian Workshop on Neural Nets / edited by Bruno Apolloni ... [et al.].

Format:

Book

Conference/Event

Author/Creator:

Italian Workshop on Neural Nets, Corporate Author.

Contributor:

Apolloni, Bruno, 1946-

Conference Name:

Italian Workshop on Neural Nets (21st : 2011 : Vietri sul Mare, Italy)

Italian Workshop on Neural Nets.

Series:

Frontiers in artificial intelligence and applications ; v. 234.

Frontiers in artificial intelligence and applications, 0922-6389 ; v. 234

Language:

English

Subjects (All):

Neural networks (Computer science)--Congresses.

Neural networks (Computer science).

Physical Description:

1 online resource (368 p.)

Edition:

1st ed.

Place of Publication:

Amsterdam ; Washington, D.C. : IOS Press, c2011.

Language Note:

English

Summary:

This book is a collection of selected papers from the 21st WIRN workshop, held in Vietri sul Mare, Italy, in 2011. This workshop is the annual meeting of the Italian Neural Network Society (SIREN) where participants can discuss and analyze the latest challenges in the wider field of neural networks. The papers, all of which are the peer reviewed original results of the authors, are divided into three groups: applications, models and specific signal processing implementations. These are followed by contributions to the three additional special sessions: models of behavior for human-machine inte

Contents:

Title Page; Preface; Contents; Applications; Automatic Alignment of Gel 2D Images; Clever Pac-Man; A Neural Multiplexer to Improve Soft-Sensors Performances; Supervised State Mapping of Clustered GraphESN States; A Fuzzy-Based Scoring Rule for Author Ranking - An Alternative of h-Index; Use of Probabilistic Sets Methodology to Select the Appropriate Alternative of a t-Commerce Application Set; Clustering of Hybrid Events at Stromboli Volcano (Italy); Topological Information, Flux Balance Analysis, and Extreme Pathways Extraction for Metabolic Networks Behaviour Investigation; Models

ELM-Based Algorithms for Nonstationary Volterra System IdentificationOn the Time Complexity of Regularized Least Square; From Examples to Bayesian Inference; Effect of Motion on Pinning Control of Time-Varying Networks; Spectral Indexes of Quality, Diversity and Stability in Fuzzy Clustering; Dynamical Stability in Random Boolean Networks; A Novel Approach for Geometric Clustering Based on Tensor Voting Framework; Quantum-Inspired Evolutionary Algorithm for Optimization Problems Approach; Signal Processing

Enhanced Multichannel Histogram Equalization for Speech Recognition in Noisy Acoustic ConditionsIdentification of Promoter Regions in Genomic Sequences by 1-Dimensional Constraint Clustering; Multiscale Entropy Analysis of Artifactual EEG Recordings; A Collaborative Approach to Time-Series Prediction; Personalized Modelling Based Medical Decision Support System over Gene Expression Data: A New Framework Proposed; Time Series Classification by Imprecise Hidden Markov Models; Models of Behavior for Human-Machine Interaction; Signaling and Communication in Plants

Rethinking Consciousness: Some Hypothesis on the Role of the Ascending Reticular Activating System in the Global WorkspaceFacial Expressions and Eye Gaze: Fundamental Cues for Social Interactions; On the Recognition of Emotional Voices by Typical and Speech Impaired Children; Modeling Human Behaviour in Emergency: A Research Agenda for the Creation of a Rescue Robot; Writer Recognition by Means of Stroke Categorization Based on Self-Organizing Maps; Face Gender Recognition Using Neural Networks and DCT Image's Coefficient Selection; Autonomous Machine Learning

Attractor Networks and Memory Replay of Phase Coded Spike PatternsModelling Stepping Strategies for Steering in Insects; Decision Making Processes in the Fruit Fly: A Computational Model; A Unified Learning Space for a Network of Mobile Neurons; Neuromorphic Engineering; A VLSI Neuromorphic Device for Implementing Spike-Based Neural Networks; Design Concepts for a Novel Asynchronous Space-Variant Vision Sensor; SpiNNaker: Distributed Computer Engineering for Neuromorphics; Interfacing an AER Vision Sensor with a Tactile Display: A Proposal for a New Haptic Feedback Device

A Distributed VLSI Attractor Network Learning Visual Stimuli in Real Time and Performing Perceptual Decisions

Notes:

Description based upon print version of record.

Includes bibliographical references and indexes.

ISBN:

661343308X

1-283-43308-7

9786613433084

1-60750-972-5

OCLC:

772634054