Artificial Neural Networks and Machine Learning -- ICANN 2012 22nd International Conference on Artificial Neural Networks, Lausanne, Switzerland, September 11-14, 2012, Proceedings, Part I
Synopsis
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.Book details
- Edition:
- 2012
- Series:
- Lecture Notes in Computer Science (Book 7552)
- Author:
- Alessandro Villa, Wlodzislaw Duch, Peter Erdi, Francesco Masulli, Günther Palm
- ISBN:
- 9783642332692
- Related ISBNs:
- 9783642332685
- Publisher:
- Springer Berlin Heidelberg
- Pages:
- N/A
- Reading age:
- Not specified
- Includes images:
- No
- Date of addition:
- 2022-07-27
- Usage restrictions:
- Copyright
- Copyright date:
- 2012
- Copyright by:
- N/A
- Adult content:
- No
- Language:
- English
- Categories:
- Art and Architecture, Computers and Internet, Nonfiction