Category Archives: Neural Networks

Computational Intelligence in Optimization: Applications and Implementations (Adaptation, Learning, and Optimization)

This volume presents a collection of recent studies covering the spectrum of computational intelligence applications with emphasis on their application to challenging real-world problems. Topics covered include: Intelligent agent-based algorithms, Hybrid intelligent systems, Cognitive and evolutionary robotics, Knowledge-Based Engineering, fuzzy … Continue reading

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Disrupted Networks: From Physics to Climate Change (Studies of Nonlinear Phenomena in Life Science) (Studies in Nonlinear Phenomena in Life Science)

This book provides a lens through which modern society is shown to depend on complex networks for its stability. One way to achieve this understanding is through the development of a new kind of science, one that is not explicitly … Continue reading

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Not Exactly: In Praise of Vagueness

Our daily lives are full of vagueness or fuzziness. When we describe someone as “tall,” for example, it is as though there is a particular height beyond which a person can be considered “tall.” In this stimulating book, Kees Van … Continue reading

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On the Construction of Artificial Brains

This book presents a first generation of artificial brains, using vision as sample application. An object recognition system is built, using neurons and synapses as exclusive building elements. The system contains a feature pyramid with 8 orientations and 5 resolution … Continue reading

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Mechanisms in Classical Conditioning: A Computational Approach

What mechanisms are involved in enabling us to generate predictions of what will happen in the near future? Although we use associative mechanisms as the basis to predict future events, such as using cues from our surrounding environment, timing, attentional, … Continue reading

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Particle Swarm Optimization and Intelligence: Advances and Applications (Premier Reference Source)

Particle Swarm Optimization and Intelligence: Advances and Applications examines modern intelligent optimization algorithms proven as very efficient in applications from various scientific and technological fields. Providing distinguished and unique research, this innovative publication offers a compendium of leading field experiences … Continue reading

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Complex-valued Neural Networks: Utilizing High-dimensional Parameters (Premier Reference Source)

Recent research indicates that complex-valued neural networks whose parameters (weights and threshold values) are all complex numbers are in fact useful, containing characteristics bringing about many significant applications. Complex-Valued Neural Networks: Utilizing High-Dimensional Parameters covers the current state-of-the-art theories and … Continue reading

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Information Processing by Biochemical Systems: Neural Network-Type Configurations

A Research-Driven Resource on Building Biochemical Systems to Perform Information Processing Functions Information Processing by Biochemical Systems describes fully delineated biochemical systems, organized as neural network–type assemblies. It explains the relationship between these two apparently unrelated fields, revealing how biochemical … Continue reading

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Tools and Applications with Artificial Intelligence (Studies in Computational Intelligence)

In recent years, the use of Artificial Intelligence (AI) techniques has been greatly increased. The term intelligence seems to be a must in a large number of European and International project calls. AI Techniques have been used in almost any … Continue reading

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New Directions in Neural Networks: 18th Italian Workshop on Neural Networks: WIRN 2008 – Volume 193 Frontiers in Artificial Intelligence and Applications

The book is a collection of selected papers from the 18th WIRN workshop, the annual meeting of the Italian Neural Networks Society (SIREN). As the number 18 marks the year young people come of age in Italy, the society invited … Continue reading

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