Download Artificial Neural Networks and Machine Learning – ICANN by Marcel A. J. van Gerven, Eric Maris (auth.), Timo Honkela, PDF

By Marcel A. J. van Gerven, Eric Maris (auth.), Timo Honkela, Włodzisław Duch, Mark Girolami, Samuel Kaski (eds.)

This quantity set (LNCS 6791 and LNCS 6792) constitutes the refereed lawsuits of the 21th overseas convention on man made Neural Networks, ICANN 2011, held in Espoo, Finland, in June 2011. The 106 revised complete or poster papers offered have been rigorously reviewed and chosen from various submissions. ICANN 2011 had easy tracks: brain-inspired computing and desktop studying examine, with powerful cross-disciplinary interactions and applications.

Show description

Read Online or Download Artificial Neural Networks and Machine Learning – ICANN 2011: 21st International Conference on Artificial Neural Networks, Espoo, Finland, June 14-17, 2011, Proceedings, Part II PDF

Best networks books

Packet Guide to Voice Over IP: A system administrator's guide to VoIP technologies

Go below the hood of an working Voice over IP community, and construct your wisdom of the protocols and architectures utilized by this net telephony know-how. With this concise advisor, you’ll know about prone occupied with VoIP and get a first-hand view of community information packets from the time the telephones boot via calls and next connection teardown.

With packet captures to be had at the better half web site, this ebook is perfect even if you’re an teacher, scholar, or expert seeking to increase your ability set. every one bankruptcy encompasses a set of assessment questions, in addition to sensible, hands-on lab exercises.
* research the necessities for deploying packetized voice and video
* comprehend conventional telephony techniques, together with neighborhood loop, tip and ring, and T companies
* discover the consultation Initiation Protocol (SIP), VoIP’s fundamental signaling protocol
* study the operations and fields for VoIP’s standardized RTP and RTCP shipping protocols
* Delve into voice and video formats for changing analog info to electronic structure for transmission
* Get acquainted with Communications structures H. 323, SIP’s everyday predecessor
* learn the thin patron regulate Protocol utilized in Cisco VoIP telephones in networks worldwide

Networks of Innovation: Change and Meaning in the Age of the Internet

Integrating ideas from a number of theoretical disciplines and precise analyses of the evolution of Internet-related strategies (including desktop networking, the realm huge net and the Linux open resource working system), this ebook develops foundations for a brand new theoretical and functional knowing of innovation.

Advances in Wireless, Mobile Networks and Applications: International Conferences, WiMoA 2011 and ICCSEA 2011, Dubai, United Arab Emirates, May 25-27, 2011. Proceedings

This booklet constitutes the refereed complaints of the 3rd foreign convention on instant, cellular Networks and functions, WiMoA 2011, and the 1st overseas convention on computing device technological know-how, Engineering and functions, ICCSEA 2011, held in Dubai, United Arab Emirates, in may well 2011. The ebook is geared up as a set of papers from WiMoA 2011 and ICCSEA 2011.

Information and Control in Networks

Info and keep an eye on in Networks demonstrates the way method dynamics and knowledge flows intertwine as they evolve, and the crucial function performed through details within the keep an eye on of advanced networked platforms. it's a milestone at the highway to that convergence from frequently self sufficient improvement of keep watch over thought and knowledge thought which has emerged strongly within the final fifteen years, and is now a truly lively learn box.

Additional info for Artificial Neural Networks and Machine Learning – ICANN 2011: 21st International Conference on Artificial Neural Networks, Espoo, Finland, June 14-17, 2011, Proceedings, Part II

Sample text

Science 220(4598), 671–680 (1983) 4. : A Fast and High Quality Multilevel Scheme for Partitioning Irregular Graphs. SIAM J. Sci. Comput. 20(1), 359–392 (1997) 5. : Hierarchical approach for computing spin glass ground states. Phys. Rev. E 64, 56704 (2001) 6. : Transformation of Energy Landscape in the Problem of Binary Minimization. Doklady Mathematics 80(3), 927–931 (2009) 7. : Binary Optimization: Efficient Increasing of Global Minimum Basin of Attraction. Opt. Memory & Neural Net. (Information Optics) 19(2), 110–125 (2010) 8.

E. stay close to its neighbors (cohesion), avoid collisions with them (separation) and move in their average direction (alignment) (Fig. 1). The global stimulus is designed by defining the relevance of each behavior relatively to the actual situation. We also consider obstacle avoidance with the highest priority among other stimuli. The control design will be discussed in theoretical terms, supported by simulation results. (a) Separation (b) Cohesion (c) Alignment Fig. 1. Steering Behaviors 2 Behavioral Model The equation of a one-dimensional dynamic neural field (DNF) is given by τ u(ϕ, ˙ t) = −u(ϕ, t) + S(ϕ, t) + h + +∞ −∞ w(ϕ, ϕ)f ´ (u(ϕ, ´ t)dϕ´ (1) The parameter τ > 0 defines the time scale of the field, u(ϕ, t) is the field excitation at the position (neuron) ϕ and at time t.

References 1. : Training Products of Experts by Minimizing Contrastive Divergence. Neural Computation 14(8), 1771–1800 (2002) 2. : A fast learning algorithm for deep belief nets. Neural Computation 18, 1527–1554 (2006) 3. : Convolutional deep belief networks for scalable unsupervised learning of hierarchical representations. In: ICML (2009) 4. : Learning a Generative Model of Images by Factoring Appearance and Shape. Neural Computation 23(3), 593–650 (2011) 5. : Labeled Faces in the Wild: A Database for Studying Face Recognition in Unconstrained Environments.

Download PDF sample

Rated 4.42 of 5 – based on 11 votes