Titlebook: Methods and Models in Artificial and Natural Computation. A Homage to Professor Mira‘s Scientific Le; Third International José Mira,José M

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Spatio-temporal Computation with Neural Sensorial Maps,aradigm based on perceptual association maps is also analysed regarding his close relation with the conexionist paradigm. We explore the Singer hypothesis about the evidence of the same neural mechanism previous to retinotopic projections. Finally, the implications of this computational paradigm wit

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ANLAGIS: Adaptive Neuron-Like Network Based on Learning Automata Theory and Granular Inference SystNLAGIS, an adaptive neuron-like network based on learning automata and granular inference systems. ANLAGIS can be applied to both pattern recognition and learning control problems. Another interesting contribution of this paper is the distinction between pre-synaptic and post-synaptic learning in ar

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Neural Prosthetic Interfaces with the Central Nervous System: Current Status and Future Prospects,n and recording from populations of neurons using biocompatible chronic implants. For example deep brain stimulators have been implanted successfully in patients for pain management and for control of motor disorders such as Parkinson’s disease. Moreover advances in artificial limbs and brain-machin

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Analytical Models for Transient Responses in the Retina,to produce ganglion cells outputs. First, two possible pathways from photoreceptors to bipolars and to ganglia are formulated, their formal equivalence being shown for quasi-linear behaviour. Secondly, a linear oscillator analytical model is introduced which is shown also to be equivalent to the fir

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