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Brain-Inspired Computing: International Workshop, BrainComp 2013, Cetraro, Italy, July 8-11, 2013, Revised Selected Papers

✍ Scribed by Lucio Grandinetti, Thomas Lippert, Nicolai Petkov (eds.)


Publisher
Springer International Publishing
Year
2014
Tongue
English
Leaves
219
Series
Lecture Notes in Computer Science 8603 Theoretical Computer Science and General Issues
Edition
1
Category
Library

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✦ Synopsis


This book constitutes the thoroughly refereed conference proceedings of the International Workshop on Brain-inspired Computing, BrainComp 2013, held in Cetraro, Italy, in July 2013. The 16 revised full papers were carefully reviewed and selected from numerous submissions and cover topics such as brain structure and function as a neuroscience perspective, computational models and brain-inspired computing, HPC and visualization for human brain simulations.

✦ Table of Contents


Front Matter....Pages I-X
Front Matter....Pages 1-1
Towards a Multiscale, High-Resolution Model of the Human Brain....Pages 3-14
From RNA Replicators to Genes to Survival Machines with Brains....Pages 15-21
Integrating Brain Structure and Dynamics on Supercomputers....Pages 22-32
Front Matter....Pages 33-33
A Geometric Model for the Functional Circuits of the Visual Front-End....Pages 35-50
Models of the Visual Cortex for Object Representation: Learning and Wired Approaches....Pages 51-62
A Generic Model of Visual Selective Attention....Pages 63-75
COSFIRE: A Brain-Inspired Approach to Visual Pattern Recognition....Pages 76-87
Toward the Development of Cognitive Robots....Pages 88-99
Distance Measures for Prototype Based Classification....Pages 100-116
Bayes Optimality of Human Perception, Action and Learning: Behavioural and Neural Evidence....Pages 117-129
Merging Attention and Segmentation: Active Foveal Image Representation....Pages 130-142
Performance Analysis and Parallelization Strategies in Neuron Simulation Codes....Pages 143-156
Front Matter....Pages 157-157
Towards Brain-Inspired System Architectures....Pages 159-170
Towards an Explorative Visual Analysis of Cortical Neuronal Network Simulations....Pages 171-183
Visualization of Large-Scale Neural Simulations....Pages 184-197
Supercomputing Infrastructure for Simulations of the Human Brain....Pages 198-212
Back Matter....Pages 213-213

✦ Subjects


Computation by Abstract Devices; Artificial Intelligence (incl. Robotics); Simulation and Modeling; Image Processing and Computer Vision


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