| Description |
1 online resource (xxii, 436 pages) : illustrations |
| Contents |
Section I. Recent advances in biological processes related to information processing -- 1. Corticofugal modulation of tactile responses of neurons in the spinal trigeminal nucleus : a wavelet coherence study / Eduardo Malmierca [and others] -- 2. Neural mechanisms of leg motor control in crayfish : insights for neurobiologically-inspired autonomous systems / Didier Le Ray, Morgane Le Bon-Jego & Daniel Cattaert -- 3. Forward spikes : a mechanism for parallel processing in dendritic subunits and shifting output codes / Oscar Herreras, Julia Makarova and José Manuel Ibarz -- Section II. New Biologically Inspired Artificial Intelligence Models -- 4. Spiking Neural P Systems : An Overview / George Paun and Mario J. Pérez-Jiménez -- 5. Simulation of the action potential in the neurons membrane in Artificial Neural Networks / Juan Rabual, Javier Pereira, and Mónica Miguélez -- 6. Recent Methodology in Connection Systems / Ana Porto, Alberto Alvarellos, and Alejandro Pazos -- 7. A Biologically Inspired Control based on Behavioural Coordination in Evolutionary Robotics / Gerardo Gabriel Acosta [and others] -- 8. An Approach to Artificial Concept Learning Based on Human Concept Learning by Using Artificial Neural Networks / Enrique Mérida-Casermeiro, Domingo López-Rodriguez1 and J.M. Ortiz-de-Lazcano-Lobato -- 9. Artificial cell systems based in and Gene Expression Protein effects / Enrique Fernandez, Julian Dorado and Nieves Pedreira -- 10. Computing versus Genetics / José Maria Barreiro and Juan Pazos -- 11. Artificial Mind for Virtual Character / Iara Moema Oberg Vilela -- 12. A General Rhythmic Pattern Generation Architecture for Legged Locomotion / Felipe M.G. França and Zhijun Yang -- Section III. Real-Life applications with biologically inspired models -- 13. Genetic Algorithms & Multimodal Search / Marcos Gestal, José Manuel Vazquez and Norberto Ezquerra -- 14. Recent applications of Biomolecular Computing / Alfonso Rodriguez Patón and Jesus Miró -- 15. Guiding Self-Organization in Systems of Cooperative Mobile Agents / Alejandro Rodriguez, Alexander Grushin and James A. Reggia -- 16. A Bio-inspired Information System for Self-organizing Computer Networks / Agostino Forestiero, Carlo Mastroianni and Giandomenico Spezzano -- 17. Graph Based Evolutionary Algorithms / Steven M. Corns, Kenneth M. Bryden and Daniel A. Ashlock -- 18. Dynamics of Neural Networks as Nonlinear Systems with Several Equilibria / Daniela Danciu -- 19. A Genetic Algorithm-Artificial Neural Network Method for the Prediction of Longitudinal Dispersion Coefficient in Rivers / Jianhua Yang [and others] -- 20. The Exposition of Fuzzy Decision trees and their Application in Biology / Malcolm J. Beynon and Kirsty Park |
| Summary |
"This book presents recent advancements in the study of certain biological processes related to information processing that are applied to artificial intelligence. Describing the benefits of recently discovered and existing techniques to adaptive artificial intelligence and biology, it will be a highly valued addition to libraries in the neuroscience, molecular biology, and behavioral science spheres"--Provided by publisher |
| Analysis |
Artificial cell systems |
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Artificial concept learning |
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Artificial intelligence models |
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Artificial mind |
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Artificial neural networks |
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Autonomous systems |
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Behavioural coordination |
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Biological processes |
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Biomolecular computing |
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Computing versus genetics |
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Connection systems |
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Cooperative mobile agents |
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Evolutionary algorithms |
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Evolutionary robotics |
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Fuzzy decision trees |
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Genetic algorithms |
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Information processing |
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Multimodal search |
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Neural mechanisms |
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Parallel processing |
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Self-organizing computer networks |
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Spiking neural p systems |
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Virtual character |
| Notes |
"Premier reference source"--Cover |
| Bibliography |
Includes bibliographical references (pages 395-421) and index |
| Notes |
Print version record |
| Subject |
Artificial intelligence -- Medical applications.
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Artificial intelligence -- Biological applications.
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Neural networks (Neurobiology)
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Artificial intelligence.
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Neural networks (Computer science)
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Artificial Intelligence
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Neural Networks, Computer
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Medical Informatics Applications
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Models, Neurological
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artificial intelligence.
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TECHNOLOGY & ENGINEERING -- Biomedical.
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MEDICAL -- Family & General Practice.
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MEDICAL -- Allied Health Services -- Medical Technology.
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MEDICAL -- Biotechnology.
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MEDICAL -- Lasers in Medicine.
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Neural networks (Computer science)
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Artificial intelligence
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Artificial intelligence -- Biological applications
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Artificial intelligence -- Medical applications
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Neural networks (Neurobiology)
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| Form |
Electronic book
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| Author |
Porto Pazos, Ana B.
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Pazos Sierra, Alejandro.
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Buño Buceta, Washington.
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| ISBN |
9781599049977 |
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159904997X |
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