Artificial Neural Networks and Machine Learning -- ICANN 2012 [electronic resource] : 22nd International Conference on Artificial Neural Networks, Lausanne, Switzerland, September 11-14, 2012, Proceedings, Part I

• Tác giả: Wlodzislaw Duch, Peter Erdi, Francesco Masulli, Günther Palm, Alessandro Villa
• ISBN-13: 978-3642332692
• Ký hiệu phân loại: 006.3 Artificial intelligence
• Thông tin xuất bản: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2012.
• Mô tả vật lý: XXVII, 739 p. 303 illus. , online resource.
• Bộ sưu tập: Tài liệu truy cập mở
• ID: 324618
• Chủ đề: 1. Algorithms; 2. Application software; 3. Artificial intelligence; 4. Computer science; 5. Pattern recognition systems

Tóm tắt

 The two-volume set LNCS 7552 + 7553 constitutes the proceedings of the 22nd International Conference on Artificial Neural Networks, ICANN 2012, held in Lausanne, Switzerland, in September 2012. The 162 papers included in the proceedings were carefully reviewed and selected from 247 submissions. They are organized in topical sections named: theoretical neural computation
  information and optimization
  from neurons to neuromorphism
  spiking dynamics
  from single neurons to networks
  complex firing patterns
  movement and motion
  from sensation to perception
  object and face recognition
  reinforcement learning
  bayesian and echo state networks
  recurrent neural networks and reservoir computing
  coding architectures
  interacting with the brain
  swarm intelligence and decision-making
  mulitlayer perceptrons and kernel networks
  training and learning
  inference and recognition
  support vector machines
  self-organizing maps and clustering
  clustering, mining and exploratory analysis
  bioinformatics
  and time weries and forecasting.