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Bio-Inspired Systems: Computational and Ambient Intelligence

10th International Work-Conference on Artificial Neural Networks, IWANN 2009, Salamanca, Spain, June 10-12, 2009. Proceedings, Part I

Joan Cabestany, Francisco Sandoval, Alberto Prieto, Juan Manuel Corchado Rodríguez (Herausgeber)

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LXVI, 1356 Seiten | Ausstattung: Softcover

2009 | 2009
Springer Berlin
978-3-642-02477-1 (ISBN)

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This volume presents the set of final accepted papers for the tenth edition of the IWANN conference "International Work-Conference on Artificial neural Networks" held in Salamanca (Spain) during June 10-12, 2009. IWANN is a biennial conference focusing on the foundations, theory, models and applications of systems inspired by nature (mainly, neural networks, evolutionary and soft-computing systems). Since the first edition in Granada (LNCS 540, 1991), the conference has evolved and matured. The list of topics in the successive Call for - pers has also evolved, resulting in the following list for the present edition: 1. Mathematical and theoretical methods in computational intelligence. C- plex and social systems. Evolutionary and genetic algorithms. Fuzzy logic. Mathematics for neural networks. RBF structures. Self-organizing networks and methods. Support vector machines. 2. Neurocomputational formulations. Single-neuron modelling. Perceptual m- elling. System-level neural modelling. Spiking neurons. Models of biological learning. 3. Learning and adaptation. Adaptive systems. Imitation learning. Reconfig- able systems. Supervised, non-supervised, reinforcement and statistical al- rithms. 4. Emulation of cognitive functions. Decision making. Multi-agent systems. S- sor mesh. Natural language. Pattern recognition. Perceptual and motor functions (visual, auditory, tactile, virtual reality, etc.). Robotics. Planning motor control. 5. Bio-inspired systems and neuro-engineering. Embedded intelligent systems. Evolvable computing. Evolving hardware. Microelectronics for neural, fuzzy and bio-inspired systems. Neural prostheses. Retinomorphic systems. Bra- computer interfaces (BCI). Nanosystems. Nanocognitive systems.

Theoretical Foundations and Models.- Learning and Adaptation.- Self-organizing Networks, Methods and Applications.- Fuzzy Systems.- Evolutionary Computation and Genetic Algoritms.- Pattern Recognition.- Formal Languages in Linguistics.- Agents and Multi-agent on Intelligent Systems.- Brain-Computer Interface (BCI).- Multiobjetive Optimization.- Robotics.- Bioinformatics.- Biomedical Applications.- Ambient Assisted Living (AAL) and Ambient Intelligence (AI).- Other Applications.

Erscheint lt. Verlag	8.6.2009
Reihe/Serie	Lecture Notes in Computer Science
Reihe/Serie	Theoretical Computer Science and General Issues
Zusatzinfo	LXVI, 1356 p. In 2 volumes, not available separately.
Verlagsort	Berlin
Sprache	englisch
Maße	155 x 235 mm
Themenwelt	Informatik ► Weitere Themen ► Bioinformatik
Themenwelt	Naturwissenschaften ► Biologie
Schlagworte	Adaptive Interfaces • Adaptive Systems • Agents • ambient assisted living • ambient assisting living • Ambient Intelligence • Artificial Neural Network • Bioinformatics • Bioinspired systems • biological learning • biomimetic applications • Brain-computer interfaces • Cognition • Complex Systems • Data Analysis • Data Mining • Dynamic Networks • embedded intelligent systems • Evolution • evolutionary algorithms • evolutionary computation • evolvable computing • evolving hardware • Fuzzy Logic • Genetic algorithms • Hardcover, Softcover / Informatik, EDV/Anwendungs-Software • HCI • imitation learning • learning • Linguistics • Motor Control • Multi-agent Systems • nanocognitive systems • Nanosystems • natural language • neural network • Neural networks • Neural prostheses • non-supervised learning • Optimization • pattern recognition • perceptual functions • perceptual modelling • RBF structures • Reconfigurable Systems • retinomorphic systems • robot • Robotics • seamless communication • self organizing networks • sensor mesh • Signal Processing • single-neuron modelling • Social Systems • spiking neurons • statistical algorithms • supervised learning • Support Vector Machines • unobtrusive hardware
ISBN-10	3-642-02477-7 / 3642024777
ISBN-13	978-3-642-02477-1 / 9783642024771
Zustand	Neuware