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Neural Information Processing [electronic resource] : 14th International Confernce, ICONIP 2007, Kitakyushu, Japan, November 13-16, 2007, Revised Selected Papers, Part I / edited by Masumi Ishikawa, Kenji Doya, Hiroyuki Miyamoto, Takeshi Yamakawa.

Contributor(s): Ishikawa, Masumi [editor.] | Doya, Kenji [editor.] | Miyamoto, Hiroyuki [editor.] | Yamakawa, Takeshi [editor.] | SpringerLink (Online service).
Material type: materialTypeLabelBookSeries: Theoretical Computer Science and General Issues: 4984Publisher: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2008Edition: 1st ed. 2008.Description: XXX, 1147 p. online resource.Content type: text Media type: computer Carrier type: online resourceISBN: 9783540691587.Subject(s): Artificial intelligence | Computer science | Pattern recognition systems | Application software | Database management | Computer vision | Artificial Intelligence | Theory of Computation | Automated Pattern Recognition | Computer and Information Systems Applications | Database Management | Computer VisionAdditional physical formats: Printed edition:: No title; Printed edition:: No titleDDC classification: 006.3 Online resources: Click here to access online
Contents:
Computational Neuroscience -- Learning and Memory -- Neural Network Models -- Supervised/Unsupervised/Reinforcement Learning -- Statistical Learning Algorithms -- Optimization Algorithms -- Novel Algorithms -- Motor Control and Vision.
In: Springer Nature eBookSummary: The two volume set LNCS 4984 and LNCS 4985 constitutes the thoroughly refereed post-conference proceedings of the 14th International Conference on Neural Information Processing, ICONIP 2007, held in Kitakyushu, Japan, in November 2007, jointly with BRAINIT 2007, the 4th International Conference on Brain-Inspired Information Technology. The 228 revised full papers presented were carefully reviewed and selected from numerous ordinary paper submissions and 15 special organized sessions. The 116 papers of the first volume are organized in topical sections on computational neuroscience, learning and memory, neural network models, supervised/unsupervised/reinforcement learning, statistical learning algorithms, optimization algorithms, novel algorithms, as well as motor control and vision. The second volume contains 112 contributions related to statistical and pattern recognition algorithms, neuromorphic hardware and implementations, robotics, data mining and knowledge discovery, real world applications, cognitive and hybrid intelligent systems, bioinformatics, neuroinformatics, brain-conputer interfaces, and novel approaches.
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Computational Neuroscience -- Learning and Memory -- Neural Network Models -- Supervised/Unsupervised/Reinforcement Learning -- Statistical Learning Algorithms -- Optimization Algorithms -- Novel Algorithms -- Motor Control and Vision.

The two volume set LNCS 4984 and LNCS 4985 constitutes the thoroughly refereed post-conference proceedings of the 14th International Conference on Neural Information Processing, ICONIP 2007, held in Kitakyushu, Japan, in November 2007, jointly with BRAINIT 2007, the 4th International Conference on Brain-Inspired Information Technology. The 228 revised full papers presented were carefully reviewed and selected from numerous ordinary paper submissions and 15 special organized sessions. The 116 papers of the first volume are organized in topical sections on computational neuroscience, learning and memory, neural network models, supervised/unsupervised/reinforcement learning, statistical learning algorithms, optimization algorithms, novel algorithms, as well as motor control and vision. The second volume contains 112 contributions related to statistical and pattern recognition algorithms, neuromorphic hardware and implementations, robotics, data mining and knowledge discovery, real world applications, cognitive and hybrid intelligent systems, bioinformatics, neuroinformatics, brain-conputer interfaces, and novel approaches.

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