Advances in Cognitive Neurodynamics: Proceedings of the International Conference on Cognitive Neurodynamics - 2007

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Rubin Wang, Fanji Gu, Enhua Shen
Springer Science & Business Media, Sep 15, 2008 - Medical - 1070 pages
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Fifty years ago, enthused by successes in creating digital computers and the DNA model of heredity, scientists were con?dent that solutions to the problems of und- standing biological intelligence and creating machine intelligence were within their grasp. Progress at ?rst seemed rapid. Giant ‘brains’ that ?lled air-conditioned rooms were shrunk into briefcases. The speed of computation doubled every two years. What these advances revealed is not the solutions but the dif?culties of the pr- lems. We are like the geographers who ‘discovered’ America, not as a collection of islands but as continents seen only at shores and demanding exploration. We are astounded less by the magnitude of our discoveries about how brains cogitate than by the enormity of the tasks we have undertaken, to explain and replicate the higher functions of brains. Five decades of brain research have led to the emergence of a new ?eld, which spans the entire range of brain cognition from quantum ?elds to social interactions, and which is combined by the conceptions of nonlinear neurodynamics operating simultaneously at and across all levels. A new breed of scientists has emerged, schooled in multiple academic disciplines, comfortable in working with data from different levels, and conversant with the mathematical tools that are essential to cross boundaries.
 

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Contents

Extraction of SingleTrail N400 EventRelated Potentials Based on Dynamic Independent Component Analysis
531
Characterizing Individual Interest by a Computational Model of Reading
539
Overview of Diffusion Tensor Imaging in Multiple Sclerosis and Neuromyelitis Optica
544
1H MRS Characterization of Cerebral Metabolic Changes in Transgenic Mouse Models of Alzheimers Disease
553
WLC Analysis of Lamprey Neural System
558
Hydrocephalus A Realistic PorousMedia Model with Geometry Based on Neuroimaging
565
Pattern Classification of Visual Evoked Potentials Based on Parallel Factor Analysis
570
How Can We Justify the Use of Lower Animal Models to Understand the Pathophysiology of Schizophrenia?
577

Physiological Evidence for Cantor Coding Output in Hippocampal CA1
42
Theta Phase Coding and Suppression of Irrelevant Plastic Change Through STDP in the EntorhinoHippocampal System amid Background Noise
47
Effect of LowFrequency Stimulation on Spontaneous Firing in Cultured Neuronal Networks
52
Modeling Neurons of the Inferior Colliculus
59
Synchronization Effects in Networks of Striatal Fast Spiking Interneurons Role of Gap Junctions
63
Multilayer InPlace Learning Networks with Adaptive Lateral Connections Models and Simulations
67
StimulusInduced Pairwise Interaction Can Be Revealed by Information Geometric Approach
71
A Dynamical Model of Fast Intrinsic Optical Signal of Neural Burstings
76
The Mechanism of BifurcationDependent Coherence Resonance of MorrisLecar Neuron Model
83
NoiseInduced Coherence Resonance in MorrisLecar Neuron System
90
Chaotic Burst Synchronization in a SmallWorld Neuronal Network
97
A Stochastic Resonance Memory Mechanism of Hippocampus
102
Theta Phase Precession Enhance Single Trial Learning in an STDP Network
109
A Numerical Mechanism for SquareWave or Elliptic Bursting of Bursts in a MapBased Neuron Network
115
SubThreshold Oscillation and Transient Response in Neural Coding
118
Setting Up New Memories The Ideal Job for The Mammalian Dentate Gyrus
125
Neural Network Model Generating Symbol Sequence for Songs of Bengalese Finch
131
A New Method for Characterizing the Variability of the Spike Trains
136
Mesoscopic Cognitive Neurodynamics Transitions Between Levels
142
Proposed Renormalization Group Analysis of Nonlinear Brain Dynamics at Criticality
143
Regulating Cortical Neurodynamics at Different Scales
157
A Thermodynamic Model of the ActionPerception Cycle in Brain Dynamics
163
Dynamic Field Theory as the Interface Between Neuronal Dynamcis and Embodied Cognition
169
The Task of Cognitive Neuroscience
174
Functional Roles of Feedback Signals from HigherOrder Areas to LowerOrder Areas in the Visual Cortical Pathways
181
Dynamics of Population Decoding with Strong Inhibition
187
Global Oscillations of CA3 Neural Fields
193
Behaviour Signatures of Continuous Attractors
197
Statistical Outliers in Neuron Population and Myelinated Fiber Development in Human Neocortex
202
Studies on Synchronization Using KIV Model
207
Synchronous Firing and Its Control in Neuronal Population with Time Delay
213
Sequence Memory with Dynamic Synapses and Chaotic Neurons
218
Interacting Turing and Hopf Instabilities Drive Pattern Formation in a NoiseDriven Model Cortex
225
ContextDependent Processing of Spatiotemporal Patterns Based on Interaction Between Neurodynamical Systems
231
The Synchronization and Associative Memory of Izhikevich Neural Network
237
Connectivity Dependent Effects in Cognitive Neurodynamics of Mental Disorders
243
Corticopetal Acetylcholine A Role in Attentional State Transitions and the Genesis of QuasiAttractors During Perception
248
Cortical Anatomy and the Spatiotemporal Learning Rule
255
Theta Phase Precession for Spatial Representation in the Entorhinaldentate Gyrusca3 Network
262
Optical Imaging of Visual Feature Representation in the Awake Fixating Monkey
269
Mechanisms of Spatial Integration in Primary Visual Cortex of the Primate
273
Coding of Peripheral Olfactory Information in the Olfactory Bulb of Small Animals
278
Neural Ensembles and Local Field Potentials in the HippocampalPrefrontal Cortex System During Spatial Learning and Strategy Shifts in Rats
285
Temporal and Spatial Characters of Retinal Ganglion Cells Response to Natural Stimuli
289
Synchronization of Chaotic Neuronal Networks with Smallworld Topology
293
Effects of Time Delay on Synchronization and Temporal Order in a Square Lattice Noisy Neuronal Network
298
The Attractor Type of Complex Networks
305
Asymptotical Stability of Delayed BAM Neural Networks with Generalized Activation Functions by Comparison Approaches
309
Chaotic Synchronization of HindmarshRose Neurons Coupled by Cubic Nonlinear Feedback
314
Macroscopic Cognitive Neurodynamics
321
When Is It Worth Working Calculating the Motivational Value of Working
323
The Physiological and Biochemical Bases of Functional Brain Imaging
326
Through Attention to Consciousness
335
What Do Infants Infer? Modelling Simple Cognition
351
The Time Dimension for Scene Analysis
361
Implications for Psychiatry of a Thermodynamic Model of Brain Operating Far from Equilibrium
365
Optical Imaging of Plastic Changes Induced by Fear Conditioning in The Auditory Cortex of Guinea Pig
369
Learning in Sparse Attractor Networks with Inhibition
374
Dynamic Analysis of Motor Imagery EEG Using Kurtosis Based Independent Component Analysis
381
Quantifying the Sequential Structure of Psychotic Behavior
386
Machine Learning Framework for Inferring Cognitive State from Magnetoencephalographic MEG Signals
393
Relevant Stimuli Encoding Surface Structural Textures by Touching PlainWoven Fabric
399
Robust AuditoryBased Speech Feature Extraction Using Independent Subspace Method
404
Intra and Interpersonal Coordination of GoalOriented Movements in a Working Scenario
411
Network SynchronizationDesynchronization Defects in the Pathogenesis of Neuropsychiatric Disorders
416
Exploring Causal Relationships in the Phase Functions of Coupled Van der Pol Oscillators
423
EEG Theta Regulates Eye Saccade Generation During Human Objectplace Memory Encoding
428
Hippocampal and Parahippocampal Neuronal Responses to Spatial and NonSpatial Factors in Rats and Monkeys
435
Oscillatory Event Synchrony During Steady State Visual Evoked Potentials
439
Information EntropyBased Penalty for PARAFAC Analysis of Resting EEG
443
PARAFAC Analysis of Neural Correlates of Face Detection
447
Human Vision Can Predict SemiRandom but the FirstOrder Linear Process
451
Memory Formation of Object Representation Natural Scenes
457
Dynamical Model of Action Reinforcement by Gated Working Memory
462
Quantum Representation Theory for Nonlinear Dynamical Automata
469
Superior Colliculus and Basal Ganglia Control the Saccadic Response in Motion Discrimination Tasks
474
A Synergetic Model for Operant Behaviors Under the Control of Fixed Interval Reinforcement Schedules
481
Adaptable Intermittency and Autonomous Transitions in Epilepsy and Cognition
485
A Computational Approach to the Control of Voluntary Saccadic Eye Movements
491
Spatial Considerations of Feedback Control for the Suppression of Epileptic Seizures
495
EEG Scaling Difference Between EyesClosed and EyesOpen Conditions by Detrended Fluctuation Analysis
501
Closure Positive Shifts Evoked by Different Prosodic Boundaries in Chinese Sentences
505
Structure Function Relationship in Complex Brain Networks by Multilevel Modeling
510
Model of Attention Allocation for Car Driver by Driving Plan and Prediction of Environment Change
515
TopDown Object Biased Attention Using Growing Fuzzy Topology ART
521
Saliency Map Models for StimulusDriven Mechanisms in Visual Search Neural and Functional Accounts
526
Monkey Prefrontal Neuronal Activity Modifications after Training in a Cognitive Task
583
Neural Substrates During Finding Target Objects and Observing Natural Phenomena An fMRI Study
587
Changes in Brain Activation Induced by Training of Hypothesis Generation Skills An fMRI Study
594
Early Access and Integration of Meaning Indicated by Pitch Accent A Mismatch Negativity Study
603
Electric Stimulation of Optic Nerve Fiber A Simulation Study
609
EEG Dynamics During Nitrous Oxide Inhalation in Healthy Male Participants
616
Penalized Regression Methods in the Source Analysis of Face Recognition
621
Brain Activation During Scientific Hypothesis Generation in Biologists and Nonbiologists
625
Wavelet Analysis of ERP Recordings for Dual Tasks in Man
631
Neocortical and Neocerebellar Synchronization of Fast Oscillations Role in the Dynamic Organization of Rapid Temporal Processing
636
Applications
641
A RoadMap Towards Cognitive Machines
643
Comprehensive EEG Signal Analysis for BrainComputer Interface
650
Unsupervised Extraction and Supervised Selection of Features Based on Information Gain
655
Stability and Instability in Autonomous Systems
660
The Neuroinformatics Portal of the International Neuroinformatics Coordinating Facility
667
Neuroinformatics in the Netherlands
673
Neuroinformatics Japan Node and Platforms
678
Chinese Neuroinformatics Research Recent Progress and Future Activities
685
Neuroinformatics in India Current Status and Future Directions
689
Emotional States Estimation from Multichannel EEG Maps
694
ICA and Complexity Measures of EEG Analysis in Brain Death Determination
699
Feature Reduction in Biosignal Processing
705
An Efficient Encoding Scheme for Dynamic Visual Input Based on the Statistics of Natural Optic Flow
710
Grid Task Scheduling Algorithm R3Q for Evolving Artificial Neural Networks
717
Pattern Discrimination of Mechanomyogram Using a DeltaSigma Modulated Probabilistic Neural Network
723
HMMBased TopDown Attention for NoiseRobust Speech Recognition
731
Roving Robot Autonomously Controled by Chaotic Memory Dynamics in QuasiLayered Recurrent Neural Networks for Sensing and Driving
735
A New Approach to Detect Stable Phase Structure in HighDensity EEG Signals
741
A Tea Classification Method Based on an Olfactory System Model
746
Evolution Architecture Models for Integrated Grid Information Services
753
Maximizing Parallelism for Single Loops
758
The Realtime Workflow for RFID Based Medical Test
765
VisuoSpatial Attention Frame Recognition for BrainComputer Interfaces
770
To Err is Human Learning from Error Potentials in BrainComputer Interfaces
777
MultiCommand RealTime Brain Machine Interface Using SSVEP Feasibility Study for Occipital and Forehead Sensor Locations
783
Towards Learning Retina Implants How to Induce Visual Percepts with Electrical Stimulation Patterns
787
The Effects of Speed Steps on Brain Cognitive Processing An ERP Study
792
Design and Implementation of the Adaptive Teachable Agent
799
The Convertible Undeniable MultiSignature Scheme
805
A CognitiveNeuro Computational Lexical Acquisition Model
809
Brain Activation Connected with Visual Word Processing in Korean Language
813
A GJK Based RealTime Collision Detection Algorithm for Moving Objects
817
Neural Information Encoding Based on a Bifurcation Machinery
821
Identify Stochastic Bursting from Chaotic Bursting Generated in an Experimental Neural Pacemaker
826
Ocular Artifacts Removal from EEG Using EMD
831
QuasiBrainDeath EEG Data Analysis by Empirical Mode Decomposition
837
Synchronization Between Two Coupled Networks of DiscreteTime Systems
842
WalkAided System with Wearable Lower Extremity Exoskeleton for BrainMachine Engineering
849
A Study on the Filter Effect for Calculating the Mass Center of the Traveling Alpha Waves
856
Differentiate Negative and Positive Schizophrenia Using Support Vector Machine
863
Detecting Nonlinearity in Wrist Pulse Using Delay Vector Variance Method
867
Orthogonal FilterBased Networks for Learning
872
Modeling and Simulation of Foreign Body Reactions to Neural Implants
879
Transiently Chaotic Neural Network with Variable Thresholds for the Frequency Assignment Problem in Satellite Communications
885
Sparse Coding of Visual Context
890
Mark Design and Recognition in BlindGuiding System
897
An Animal Model of Alzheimers Disease Highlighting Targets for Computational Modeling
902
An Improved Transiently Chaotic Neural Network Approach for Identical Parallel Machine Scheduling
909
Support Vector Machine on Functional MRI
914
Methods and Technics
919
Face Detection Using MultiFeature
921
A Text Classification Method Based on Cascade
926
A PCNN Based Approach to Image Segmentation Using SizeAdaptive Texture Features
933
EntropyPartition of Complex Systems and Emergence of Human Brains Consciousness
938
MultiQubit State Teleportation via MultipartyControlled Entanglement
947
New Multiobjective PSO Algorithm for Nonlinear Constrained Programming Problems
955
Binary Kernel in Morphological Associative Memory
963
Intrusion Detection Classifier Based on Dynamic SOM and Swarm Intelligence Clustering
969
New Evolutionary Algorithm to Solve Dynamic Constrained Optimization
975
Effects of 3D CoOccurrence Features on Terrain Classification
980
New Heuristic of Self Organizing Map Using Updating Distribution
987
Regression ICA Algorithm for Image Denoising
993
Thumbnail Generation Based on Global Saliency
998
Exponential Stability of Delayed Hopfield Neural Networks by Using Comparison Method
1005
Adaptive Fuzzy Clustering Neural Network
1010
Compound Attack on Synchronization Based Neural Cryptography
1019
TwoDimension MassMoment Control Based on the Fuzzy Neural Networks Variable Structure Control
1024
Constructive Approximation Method of Polynomial by Neural Networks
1033
Fault Pattern Recognition Based on Improved Wavelet Neural Network
1039
Estimation of the Flooded Volume in Ad Hoc Networks Using Evolving Networking Theory
1046
A Plausible Modeling for Cellular Responding DNA Damage Under Radiotherapy
1053
An Improvement of Sequential Minimum Optimization Algorithm
1059
Index
1064
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