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E-grāmata: From Brains to Systems: Brain-Inspired Cognitive Systems 2010

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Brain Inspired Cognitive Systems - BICS 2010 aims to bring together leading scientists and engineers who use analytic and synthetic methods both to understand the astonishing processing properties of biological systems and specifically of the brain, and to exploit such knowledge to advance engineering methods to build artificial systems with higher levels of cognitive competence.



BICS is a meeting point of brain scientists and cognitive systems engineers where cross-domain ideas are fostered in the hope of getting emerging insights on the nature, operation and extractable capabilities of brains. This multiple approach is necessary because the progressively more accurate data about the brain is producing a growing need of a quantitative understanding and an associated capacity to manipulate this data and translate it into engineering applications rooted in sound theories.



BICS 2010 is intended for both researchers that aim to build brain inspired systems with higher cognitive competences, and for life scientists who use and develop mathematical and engineering approaches for a better understanding of complex biological systems like the brain.



Four major interlaced focal symposia are planned for this conference and these are organized into patterns that encourage cross-fertilization across the symposia topics. This emphasizes the role of BICS as a major meeting point for researchers and practitioners in the areas of biological and artificial cognitive systems. Debates across disciplines will enrich researchers with complementary perspectives from diverse scientific fields.









BICS 2010 will take place July 14-16, 2010, in Madrid, Spain.
1 Introduction
1(6)
Ricardo Sanz
Carlos Hernandez
Jaime Gomez-Ramirez
2 Emergent Feature Sensitivity in a Model of the Auditory Thalamocortical System
7(12)
Martin Coath
Robert Mill
Susan L. Denham
Thomas Wennekers
3 STDP Pattern Onset Learning Depends on Background Activity
19(14)
James Humble
Steve Furber
Susan L. Denham
Thomas Wennekers
4 Emergence of Small-World Structure in Networks of Spiking Neurons Through STDP Plasticity
33(8)
Gleb Basalyga
Pablo M. Gleiser
Thomas Wennekers
5 Coupling BCM and Neural Fields for the Emergence of Self-organization Consensus
41(16)
Mathieu Lefort
Yann Boniface
Bernard Girau
6 Alpha and Theta Rhythm Abnormality in Alzheimer's Disease: A Study Using a Computational Model
57(18)
Basabdatta Sen Bhattacharya
Damien Coyle
Liam P. Maguire
7 Oscillatory Neural Network for Image Segmentation with Biased Competition for Attention
75(12)
Tapani Raiko
Harri Valpola
8 Internal Simulation of Perceptions and Actions
87(14)
Magnus Johnsson
David Gil
9 Building Neurocognitive Networks with a Distributed Functional Architecture
101(10)
Marmaduke Woodman
Dionysios Perdikis
Ajay S. Pillai
Silke Dodel
Raoul Huys
Steven Bressler
Viktor Jirsa
10 Reverse Engineering for Biologically Inspired Cognitive Architectures: A Critical Analysis
111(12)
Andreas Schierwagen
11 Competition in High Dimensional Spaces Using a Sparse Approximation of Neural Fields
123(16)
Jean-Charles Quinton
Bernard Girau
Mathieu Lefort
12 Informational Theories of Consciousness: A Review and Extension
139(10)
Igor Aleksander
David Gamez
13 Hippocampal Categories: A Mathematical Foundation for Navigation and Memory
149(16)
Jaime Gomez-Ramirez
Ricardo Sanz
14 The Role of Feedback in a Hierarchical Model of Object Perception
165(16)
Salvador Dura-Bernal
Thomas Wennekers
Susan L. Denham
15 Machine Free Will: Is Free Will a Necessary Ingredient of Machine Consciousness?
181(12)
Riccardo Manzotti
16 Natural Evolution of Neural Support Vector Machines
193(16)
Magnus Jandel
17 Self-conscious Robotic System Design Process---From Analysis to Implementation
209(14)
Antonio Chella
Massimo Cossentino
Valeria Seidita
18 Simulating Visual Qualia in the CERA-CRANIUM Cognitive Architecture
223(16)
Raul Arrabales
Agapito Ledezma
Araceli Sanchis
19 The Ouroboros Model, Selected Facets
239(12)
Knud Thomsen
Index 251