Biologically Inspired Approaches to Advanced Information Technology

First International Workshop, BioADIT 2004, Lausanne, Switzerland, January 29-30, 2004. Revised Selected Papers

Häftad, Engelska, 2004

Av A. J. Ijspeert, Auke Jan Ijspeert, Masayuki Murata, Naoki Wakamiya

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This book constitutes the thoroughly refereed post-proceedings of the First International Workshop on Biologically Inspired Approaches to Advanced Information Technology, BioADIT 2004, held in Lausanne, Switzerland in January 2004.The 36 full papers presented together with an introductory overview have gone through two rounds of reviewing and revision; they were selected and are arranged in a way ensuring systematic coverage of important bio-inspired approaches in computing. The papers are organized in sections on biosystems for IT evolution, bio-inspired software systems, hardware systems, robotics, bio-inspired distributed and parallel processing, bio-inspired networking, image processing, and other topics.

Produktinformation

Utgivningsdatum2004-10-22
Mått155 x 235 x 29 mm
Vikt680 g
FormatHäftad
SpråkEngelska
SerieLecture Notes in Computer Science
Antal sidor516
Upplaga2004
FörlagSpringer-Verlag Berlin and Heidelberg GmbH & Co. KG
ISBN9783540233398

Tillhör följande kategorier

Informationsteknik: allmänt inom Data och it
Hårdvara inom Data och it
Programmeringsböcker inom Data och it
Tillämpad datateknik inom Data och it
Systemvetenskap och AI inom Data och it

Biosystems for IT Evolution.- Object-Oriented Specification of Complex Bio-computing Processes: A Case Study of a Network of Proteolytic Enzymes.- Analysis of Responses of Complex Bionetworks to Changes in Environmental Conditions.- Experimental Molecular Evolution Showing Flexibility of Fitness Leading to Coexistence and Diversification in Biological System.- Echo State Networks and Self-Prediction.- Learning Bayesian Networks by Lamarckian Genetic Algorithm and Its Application to Yeast Cell-Cycle Gene Network Reconstruction from Time-Series Microarray Data.- Towards Cortex Sized Attractor ANN.- Bio-inspired Software Systems.- Biologically Inspired Reinforcement Learning: Reward-Based Decomposition for Multi-goal Environments.- Dynamic Self-Assembly and Computation: From Biological to Information Systems.- Implementation and Evaluation of a System to Support Human Relationship Formation in Networked Virtual Space.- Biologically Plausible Speech Recognition with LSTM Neural Nets.- Spatial Tangible User Interfaces for Cognitive Assessment and Training.- Biologically Inspired Computer Virus Detection System.- Explaining Low-Level Brightness-Contrast Illusions Using Disinhibition.- Autonomous Acquisition of the Meaning of Sensory States Through Sensory-Invariance Driven Action.- Hardware Systems.- Characterizing the Firing Properties of an Adaptive Analog VLSI Neuron.- Embryonic Machines That Divide and Differentiate.- Artificial Cellular Division by Self-Inspection.- A Hardware Implementation of a Network of Functional Spiking Neurons with Hebbian Learning.- Robotics.- A Study on Designing Robot Controllers by Using Reinforcement Learning with Evolutionary State Recruitment Strategy.- Movement Generation and Control with Generic Neural Microcircuits.- Efficiency and TaskAllocation in Prey Retrieval.- Anatomy and Physiology of an Artificial Vision Matrix.- Bio-inspired Distributed/Parallel Processing.- An Adaptive Mechanism for Epidemic Communication.- The Blob Division.- Distributed Central Pattern Generator Model for Robotics Application Based on Phase Sensitivity Analysis.- Ant-Based Approach to Mobile Agent Traversal.- Bio-inspired Networking.- An Ant Inspired Technique for Storage Area Network Design.- Media Streaming on P2P Networks with Bio-inspired Cache Replacement Algorithm.- An Artificial Immune System Approach to Misbehavior Detection in Mobile Ad Hoc Networks.- Scalable and Robust Scheme for Data Gathering in Sensor Networks.- Image Processing.- Biologically Inspired Image Compression in Biomedical High-Throughput Screening.- Naïve Algorithms for Keyphrase Extraction and Text Summarization from a Single Document Inspired by the Protein Biosynthesis Process.- Biologically Motivated Trainable Selective Attention Model Using Adaptive Resonance Theory Network.- Other Topics.- Searching for a Practical Evidence of the No Free Lunch Theorems.- How Collective Intelligence Emerge in Complex Environment?.- The Genealogy of Biomimetics: Half a Century’s Quest for Dynamic IT.