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Chapter 1. Introduction- Ricardo Sanz , Carlos Hern´andez and Jaime G´omezChapter 2. Emergent feature sensitivity in a model of the auditory thalamocorticalSystem- Martin Coath, Robert Mill, Susan Denham, and Thomas WennekersChapter 3. STDP Pattern Onset Learning Depends on Background ActivityIntroduction 5- James Humble, Steve Furber, Susan Denham and Thomas WennekersChapter 4. Emergence of small-world structure in networks of spikingneurons through STDP1 plasticity- Gleb Basalyga, Pablo M. Gleiser, and ThomasWennekersChapter 5. Coupling BCM and neural fields for the emergence of selforganizationconsensus- Mathieu Lefort and Yann Boniface and Bernard GirauChapter 6. Alpha and theta rhythm abnormality in Alzheimer’s Disease:a study using a computational model- Basabdatta Sen Bhattacharya, Damien Coyle and Liam P. MaguireChapter 7. Oscillatory Neural Network for Image Segmentation withBiased Competition for Attention- Tapani Raiko and Harri ValpolaChapter 8. Internal Simulation of Perceptions and Actions- Magnus Johnsson and David Gil Chapter 9. Building Neurocognitive Networks with a Distributed Functional Architecture- Marmaduke Woodman, Dionysios Perdikis, Ajay S Pillai, Silke Dodel, Raoul Huys, Steven Bressler, and Viktor JirsaChapter 10: Reverse Engineering for Biologically Inspired Cognitive Architectures:A Critical Analysis¬- Andreas SchierwagenChapter 11. Competition in high dimensional spaces using a sparse approximationof neural fields- Jean-Charles Quinton, Bernard Girau and Mathieu Lefort Chapter 12. Informational Theories of Consciousness: A Reviewand Extension- Igor Aleksander and David GamezChapter 13. Hippocampal Categories: a mathematical foundation fornavigation and memory- Jaime G´omez and Ricardo SanzThe role of feedback in a hierarchical model of object perception- Salvador Dura-Bernal, Thomas Wennekers and Susan L. DenhamChapter 15. Machine Free Will: Is Free Will a Necessary Ingredient of MachineConsciousness?- Riccardo ManzottiChapter 16. Natural Evolution of Neural Support Vector Machines- Magnus JandelChapter 17. Self-Conscious Robotic System Design Process - from Analysisto Implementation- Antonio Chella and Massimo Cossentino and Valeria SeiditaChapter 18. Simulating Visual Qualia in the CERA-CRANIUM Cognitive Architecture- Raúl Arrabales, Agapito Ledezma, and Araceli SanchisChapter 19. The Ouroboros Model, Selected Facets- Knud Thomsen.