Advances in Computational Intelligence: 11th International by E. J. Palomo, E. Domínguez, R. M. Luque, J. Muñoz (auth.),

By E. J. Palomo, E. Domínguez, R. M. Luque, J. Muñoz (auth.), Joan Cabestany, Ignacio Rojas, Gonzalo Joya (eds.)

This two-volume set LNCS 6691 and 6692 constitutes the refereed complaints of the eleventh foreign Work-Conference on synthetic Neural Networks, IWANN 2011, held in Torremolinos-Málaga, Spain, in June 2011. The 154 revised papers have been conscientiously reviewed and chosen from 202 submissions for presentation in volumes. the second one quantity contains seventy six papers prepared in topical sections on video and photograph processing; hybrid man made neural networks: versions, algorithms and information; advances in computer studying for bioinformatics and computational biomedicine; biometric platforms for human-machine interplay; info mining in biomedicine; bio-inspired combinatorial optimization; making use of evolutionary computation and nature-inspired algorithms to formal equipment; fresh advances on fuzzy common sense and delicate computing functions; new advances in conception and purposes of ICA-based algorithms; organic and bio-inspired dynamical platforms; and interactive and cognitive environments. The final part includes nine papers from the foreign Workshop on clever structures for Context-Based info Fusion, ISCIF 2011, held at IWANN 2011.

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Additional info for Advances in Computational Intelligence: 11th International Work-Conference on Artificial Neural Networks, IWANN 2011, Torremolinos-Málaga, Spain, June 8-10, 2011, Proceedings, Part II

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When an unknown object appears, it cannot be asssigned to any of the existing neurons accurately and a new neuron is necessary. If the Eq. 4 holds then the birth of a neuron occurs. x(t) − wj (t) ∀j ∈ {1 . . n(t)} >δ (4) x(t) with δ ∈ [0, 1] a parameter fixed by the user which means the maximum relative error permitted for a neuron to represent an object. Once the neuron is created, its memory structures are initialised. The input pattern responsible for the birth of the neuron is assigned to the weight vector of the neuron and to the first entry in the neuron log.

Juan Villalba Espinosa, Jos´e Mar´ıa Gonz´ alez Linares, Juli´ an Ramos C´ ozar, and Nicol´ as Guil Mata Computational Intelligence in Multimedia Processing . . . . . . . . . Nicol´ as Guil, Julio C. Breg´ ains, and Adriana Dapena 489 497 505 513 520 Biologically Plausible Spiking Neural Processing Isometric Coding of Spiking Haptic Signals by Peripheral Somatosensory Neurons . . . . . . . . . . . . .

N. -V. Luong, K. -G. Talbi Efficient Simulation of Spatio–temporal Dynamics in Ultrasonic Resonators . . . . . . . . . . . . . . . . . . . . . . . . . . . Pedro Alonso–Jord´ a, Jes´ us Peinado–Pinilla, Isabel P´erez–Arjona, and Victor J. S´ anchez–Morcillo GPU Implementation of a Bio-inspired Vision Model . . . . . . . . . Raquel Ure˜ na, Christian Morillas, Samuel Romero, and Francisco J. Pelayo Bipartite Graph Matching on GPU over Complete or Local Grid Neighborhoods .

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