Biologically Inspired Approaches to Advanced Information Technology: First International Workshop, BioADIT 2004, Lausanne, Switzerland, January 29-30, 2004. Revised Selected Papers

Front Cover
Auke Jan Ijspeert, Masayuki Murata, Naoki Wakamiya
Springer Science & Business Media, Oct 22, 2004 - Computers - 516 pages
The evolution of the Internet has led us to the new era of the information infrastructure. As the information systems operating on the Internet are getting larger and more complicated, it is clear that the traditional approaches based on centralized mechanisms are no longer meaningful. One typical example can be found in the recent growing interest in a P2P (peer-to-peer) computing paradigm. It is quite different from the Web-based client-server systems, which adopt essentially centralized management mechanisms. The P2P computing environment has the potential to overcome bottlenecks in Web computing paradigm, but it introduces another difficulty, a scalability problem in terms of information found, if we use a brute-force flooding mechanism. As such, conventional information systems have been designed in a centralized fashion. As the Internet is deployed on a world scale, however, the information systems have been growing, and it becomes more and more difficult to ensure fau- free operation. This has long been a fundamental research topic in the field. A complex information system is becoming more than we can manage. For these reasons, there has recently been a significant increase in interest in biologically inspired approaches to designing future information systems that can be managed efficiently and correctly.
 

What people are saying - Write a review

We haven't found any reviews in the usual places.

Contents

A Case Study of a Network of Proteolytic Enzymes
1
Analysis of Responses of Complex Bionetworks to Changes in Environmental Conditions
13
Experimental Molecular Evolution Showing Flexibility of Fitness Leading to Coexistence and Diversification in Biological System
28
Echo State Networks and SelfPrediction
40
Learning Bayesian Networks by Lamarckian Genetic Algorithm and Its Application to Yeast CellCycle Gene Network Reconstruction from TimeSerie...
49
Towards Cortex Sized Attractor ANN
63
RewardBased Decomposition for Multigoal Environments
80
From Biological to Information Systems
95
Movement Generation and Control with Generic Neural Microcircuits
258
Efficiency and Task Allocation in Prey Retrieval
274
Anatomy and Physiology of an Artificial Vision Matrix
290
An Adaptive Mechanism for Epidemic Communication
306
A HardwareFree Time Efficient SelfReproduction on 2D Cellular Automaton
317
Distributed Central Pattern Generator Model for Robotics Application Based on Phase Sensitivity Analysis
333
AntBased Approach to Mobile Agent Traversal
350
An Ant Inspired Technique for Storage Area Network Design
364

Implementation and Evaluation of a System to Support Human Relationship Formation in Networked Virtual Space
111
Biologically Plausible Speech Recognition with LSTM Neural Nets
127
Spatial Tangible User Interfaces for Cognitive Assessment and Training
137
Biologically Inspired Computer Virus Detection System
153
Explaining LowLevel BrightnessContrast Illusions Using Disinhibition
166
Autonomous Acquisition of the Meaning of Sensory States Through SensoryInvariance Driven Action
176
Characterizing the Firing Properties of an Adaptive Analog VLSI Neuron
189
Embryonic Machines That Divide and Differentiate
201
Artificial Cellular Division by SelfInspection
217
A Hardware Implementation of a Network of Functional Spiking Neurons with Hebbian Learning
233
A Study on Designing Robot Controllers by Using Reinforcement Learning with Evolutionary State Recruitment Strategy
244
Media Streaming on P2P Networks with Bioinspired Cache Replacement Algorithm
380
An Artificial Immune System Approach to Misbehavior Detection in Mobile Ad Hoc Networks
396
Scalable and Robust Scheme for Data Gathering in Sensor Networks
412
Biologically Inspired Image Compression in Biomedical HighThroughput Screening
428
Na´ve Algorithms for Keyphrase Extraction and Text Summarization from a Single Document Inspired by the Protein Biosynthesis Process
440
Biologically Motivated Trainable Selective Attention Model Using Adaptive Resonance Theory Network
456
Searching for a Practical Evidence of the No Free Lunch Theorems
472
How Collective Intelligence Emerge in Complex Environment?
484
Half a Centurys Quest for Dynamic IT
496
Author Index
513
Copyright

Other editions - View all

Common terms and phrases

Bibliographic information