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From Brains to Systems: Brain-Inspired Cognitive Systems 2010

✍ Scribed by Ricardo Sanz, Carlos Hernández, Jaime Gómez-Ramirez (auth.), Carlos Hernández, Ricardo Sanz, Jaime Gómez-Ramirez, Leslie S. Smith, Amir Hussain, Antonio Chella, Igor Aleksander (eds.)


Publisher
Springer-Verlag New York
Year
2011
Tongue
English
Leaves
270
Series
Advances in Experimental Medicine and Biology 718
Edition
1
Category
Library

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✦ Synopsis


.

✦ Table of Contents


Front Matter....Pages I-XV
Introduction....Pages 1-6
Emergent Feature Sensitivity in a Model of the Auditory Thalamocortical System....Pages 7-17
STDP Pattern Onset Learning Depends on Background Activity....Pages 19-31
Emergence of Small-World Structure in Networks of Spiking Neurons Through STDP Plasticity....Pages 33-39
Coupling BCM and Neural Fields for the Emergence of Self-organization Consensus....Pages 41-56
Alpha and Theta Rhythm Abnormality in Alzheimer’s Disease: A Study Using a Computational Model....Pages 57-73
Oscillatory Neural Network for Image Segmentation with Biased Competition for Attention....Pages 75-85
Internal Simulation of Perceptions and Actions....Pages 87-100
Building Neurocognitive Networks with a Distributed Functional Architecture....Pages 101-109
Reverse Engineering for Biologically Inspired Cognitive Architectures: A Critical Analysis....Pages 111-121
Competition in High Dimensional Spaces Using a Sparse Approximation of Neural Fields....Pages 123-137
Informational Theories of Consciousness: A Review and Extension....Pages 139-147
Hippocampal Categories: A Mathematical Foundation for Navigation and Memory....Pages 149-164
The Role of Feedback in a Hierarchical Model of Object Perception....Pages 165-179
Machine Free Will: Is Free Will a Necessary Ingredient of Machine Consciousness?....Pages 181-191
Natural Evolution of Neural Support Vector Machines....Pages 193-207
Self-conscious Robotic System Design Process—From Analysis to Implementation....Pages 209-221
Simulating Visual Qualia in the CERA-CRANIUM Cognitive Architecture....Pages 223-238
The Ouroboros Model, Selected Facets....Pages 239-250
Back Matter....Pages 251-253

✦ Subjects


Neurosciences; Computation by Abstract Devices; Artificial Intelligence (incl. Robotics); Information Systems Applications (incl.Internet); Signal, Image and Speech Processing


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