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.
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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
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.