Biologically Inspired Approaches to Advanced Information Technology生物学启发的高级信息技术方法/会议文集

Biologically Inspired Approaches to Advanced Information Technology生物学启发的高级信息技术方法/会议文集 - 图书城

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作者:
Auke Jan Ijspeert 著
ISBN:
9783540233398 , 3540233393
出版社:
出版日期:
2004-11-1
定价:
723.20
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内容提要:
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.
目录:
1. 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
2. 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
3. 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
Andrds Upegui, Carlos Andrds Peda-Reyes, Eduardo Sdnchez
4. 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 Task Allocation in Prey Retrieval
 Anatomy and Physiology of an Artificial Vision Matrix
5. Bio-inspired Distributed/Parallel Processing
6. Bio-inspired Networking
7. Image Processing
8. Other Topics
Author Index
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