This book constitutes the refereed proceedings of the International Conference on Brain Informatics, BI 2010, held in Toronto, China, in August 2010. The 60 revised full papers presented were carefully reviewed and selected from 222 submissions. The papers are organized in topical sections on cognitive computing; data brain and analysis; neuronal modeling and brain modeling; perception and information processing; learning; cognition-inspired applications; and WICI perspectives on brain informatics.
Author(s): Vinod Goel (auth.), Yiyu Yao, Ron Sun, Tomaso Poggio, Jiming Liu, Ning Zhong, Jimmy Huang (eds.)
Series: Lecture Notes in Computer Science 6334 : Lecture Notes in Artificial Intelligence
Edition: 1
Publisher: Springer-Verlag Berlin Heidelberg
Year: 2010
Language: English
Pages: 440
Tags: Artificial Intelligence (incl. Robotics); Pattern Recognition; Information Systems Applications (incl.Internet); Image Processing and Computer Vision; User Interfaces and Human Computer Interaction; Information Storage and Retrieval
Front Matter....Pages -
Fractionating the Rational Brain....Pages 1-1
Cognitive Informatics and Denotational Mathematical Means for Brain Informatics....Pages 2-13
An Adaptive Model for Dynamics of Desiring and Feeling Based on Hebbian Learning....Pages 14-28
Modelling the Emergence of Group Decisions Based on Mirroring and Somatic Marking....Pages 29-41
Rank-Score Characteristics (RSC) Function and Cognitive Diversity....Pages 42-54
Cognitive Effort for Multi-agent Systems....Pages 55-66
Behavioural Abstraction of Agent Models Addressing Mutual Interaction of Cognitive and Affective Processes....Pages 67-77
The Effect of the Normalization Strategy on Voxel-Based Analysis of DTI Images: A Pattern Recognition Based Assessment....Pages 78-88
Single Trial Classification of EEG and Peripheral Physiological Signals for Recognition of Emotions Induced by Music Videos....Pages 89-100
Brain Signal Recognition and Conversion towards Symbiosis with Ambulatory Humanoids....Pages 101-111
Feature Rating by Random Subspaces for Functional Brain Mapping....Pages 112-123
Recurrence Plots for Identifying Memory Components in Single-Trial EEGs....Pages 124-132
Comparing EEG/ERP-Like and fMRI-Like Techniques for Reading Machine Thoughts....Pages 133-144
Improving Individual Identification in Security Check with an EEG Based Biometric Solution....Pages 145-155
Segmentation of 3D Brain Structures Using the Bayesian Generalized Fast Marching Method....Pages 156-167
Domain-Specific Modeling as a Pragmatic Approach to Neuronal Model Descriptions....Pages 168-179
Guessing What’s on Your Mind: Using the N400 in Brain Computer Interfaces....Pages 180-191
A Brain Data Integration Model Based on Multiple Ontology and Semantic Similarity....Pages 192-199
How Does Repetition of Signals Increase Precision of Numerical Judgment?....Pages 200-211
Sparse Regression Models of Pain Perception....Pages 212-223
A Study of Mozart Effect on Arousal, Mood, and Attentional Blink....Pages 224-231
Attentional Disengage from Test-Related Pictures in Test-Anxious Students: Evidence from Event-Related Potentials....Pages 232-239
Concept Learning in Text Comprehension....Pages 240-251
A Qualitative Approach of Learning in Parkinson’s Disease....Pages 252-262
Modelling Caregiving Interactions during Stress....Pages 263-273
Computational Modeling and Analysis of Therapeutical Interventions for Depression....Pages 274-287
A Time Series Based Method for Analyzing and Predicting Personalized Medical Data....Pages 288-298
Language Analytics for Assessing Brain Health: Cognitive Impairment, Depression and Pre-symptomatic Alzheimer’s Disease....Pages 299-307
The Effect of Sequence Complexity on the Construction of Protein-Protein Interaction Networks....Pages 308-319
Data Fusion and Feature Selection for Alzheimer’s Diagnosis....Pages 320-327
A Cognitive Architecture Based on Neuroscience for the Control of Virtual 3D Human Creatures....Pages 328-335
Towards Inexpensive BCI Control for Wheelchair Navigation in the Enabled Environment – A Hardware Survey....Pages 336-345
Expression Recognition Methods Based on Feature Fusion....Pages 346-356
Investigation on Human Characteristics of Japanese Katakana Recognition by Active Touch....Pages 357-364
Towards Systematic Human Brain Data Management Using a Data-Brain Based GLS-BI System....Pages 365-376
The Role of the Parahippocampal Cortex in Memory Encoding and Retrieval: An fMRI Study....Pages 377-386
Brain Activation and Deactivation in Human Inductive Reasoning: An fMRI Study....Pages 387-398
Clustering of fMRI Data Using Affinity Propagation....Pages 399-406
Interaction between Visual Attention and Goal Control for Speeding Up Human Heuristic Search....Pages 407-416
The Role of Posterior Parietal Cortex in Problem Representation....Pages 417-426
Basic Level Advantage and Its Switching during Information Retrieval: An fMRI Study....Pages 427-436
Back Matter....Pages -
