Advances in Cognitive Neurodynamics (IV): Proceedings of the Fourth International Conference on Cognitive Neurodynamics - 2013

ISBN-13: 9789401795470 / Angielski / Twarda / 2015 / 618 str.

Hans Liljenstrom

Opis

This volume is the proceedings of the 4th International Conference on Cognitive Neurodynamics (ICCN2013) held in Sweden in 2013. The included papers reflect the large span of research presented and are grouped in ten parts that are organized essentially in a top-down structure. The first parts deal with social/interactive (I) and mental (II) aspects of brain functions and their relation to perception and cognition (III). Next, more specific aspects of sensory systems (IV) and neural network dynamics of brain functions (V), including the effects of oscillations, synchronization and synaptic plasticity (VI), are addressed, followed by papers particularly emphasizing the use of neural computation and information processing (VII). With the next two parts, the levels of cellular and intracellular processes (VIII) and finally quantum effects (IX) are reached. The last part (X) is devoted to the contributions invited by the Dynamic Brain Forum (DBF), which was co-organized with ICCN2013.

Spis treści

Preface

Part I: Interactive and Social Neurodynamics
Brain Network Efficiency and Intelligent Scores of Children
Modeling the Interaction of Emotion and Cognition
Group Neurodynamics: Conceptual and Experimental Framework
The Activity Modalities – A-priori Categories of Coordination
On the Use of Cognitive Neuroscience in Industrial Applications by using Neuroelectromagnetic Recodings
A Study of c-VEP/SSVEP BCI Hybrid System

Part II: Higher Mental Functions and Dysfunctions
Memory Consolidation from Seconds to Weeks through Autonomous Reinstatement Dynamics in a Three-stage Neural Network Model
Biologically Inspired Models of Decision Making
Decision Making Mechanisms Based on Fundamental Principles of Thermodynamics
Reward Prediction in Prefrontal Cortex and Striatum.
The Integrated Neuropsychiatric Assessment System - A Generic Platform for Cognitive Neurodynamics Research
Interaction Between Rhinal and Orbitofrontal Cortices Contributes to Reward Seeking Behavior
Exploring Dynamic Temporal-Topological Structure of Brain Network within ADHD
Study on the EEG Rhythm in Meditation

Part III: Cortical Dynamics in Perception and Cognition
Set-Related Neurocognitive Networks
The Dissipative Many-body Model and Phase Transitions in Brain Nonlinear Dynamics
Advanced Models of Cortical Dynamics in Perception
Modeling Cortical Singularities During the Cognitive Cycle Using Random Graph Theory
Concept Cells in the Human Brain
EEG Spatiotemporal Pattern Classification of the Stimuli on Different Fingers

Part IV: Neurodynamics of Sensory Systems
Time Varying VEP Evaluation as a Prediction of Vision Fatigue Using Stimulated Brain-Computer Interface
Spike Synchronization in a Network Model of the Olfactory Bulb
Laterality of Gamma-Oscillations in Primate Supplementary Motor Area During Performance of Visually-guided Movements
Thalamocortical and Intracortical Contributions to Task-related Cross-frequency Coupling in Auditory Cortex
Temporal Characteristics of the Steady State Visual Evoked Potentials
A Novel Neural Coding Mechanism Study of Interaural Time Difference Detection

Part V: Multi-scale Neural Network Dynamics
Representation-Implementation Trade-off in Cortico-limbic Ganglio-basal Loops
Source Differences in ERP Components Between Pain and Tactile Processing
The Time-Varying Causal Coupling in Brain and Organization of its Networks
Enhancement of Weak Signal Detection in Parallel Arrays of Integrate-and-fire Neurons by Negative Spatial Correlation
A Computational Model of Hippocampal-VTA Microcircuits: Why Expectation of Reward in Rat Striatum at Choice Point is Covert
A Computational Model of Cortical Pathways Formed with Electroencephalogram Synchronization
Neurodynamics of Up and Down Transitions in a Network Model

Part VI: Oscillations, Synchronization and Synaptic Plasticity
STDP Produces Well Behaved Oscillations and Synchrony
Robust Synchronization in Excitatory Networks with Medium Synaptic Delay
Synchronization in Neuronal Population with Phase Response
Geometry of Dynamic Movement Primitives in Neural Space: A FORCE-learning Approach
STDP Contribution of Endogeneous Acetylcholine to STDP Induction
Bidirectional Wave Propagations can Improve Loop Finding Time
Phase Coupling Between Hippocampal CA1 and Prefrontal Cortex in a Depression-model of Rats Indicating Impaired Synaptic Plasticity

Part VII: Neural Computation and Information Processing
Mapping of Cortical Avalanches to the Striatum
Gauss-Markov Processes for Neuronal Models including Reversal Potentials
On Super-Turing Neural Computation
Chasing Cognitive Neurodynamics by Single-trial Analysis of Electroencephalogram (EEG)
Brain: Biological noise-based logic
Time-dependent Approximate and Sample Entropy Measures for Brain Death Diagnosis
Preliminary Study on EEG-based Analysis of Discomfort Caused by Watching 3D Images
EEG-EMG Analysis on Corticomuscular Coherence of Middle Finger Flexion Tasks

Part VIII: Signal Transmission at Cellular and Network Levels
Bursting in Two-coupled Cells Network in the Pre-Bötzinger Complex
An Electrodiffusion Formalism for Ion Concentration Dynamics in Excitable Cells and the Extracellular Space Surrounding Them
Dispersion in Excitatory Synaptic Response
Research on Neural Energy Coding
Neural Field Dynamics and the Development of the Cerebral Cortex
Signal Processing by Ephaptic Coupling of Hodgkin-Huxley Axons

Part IX: Quantum Cognition
Modeling Concept Combinations in a Quantum-theoreticFrameworkBeyond the Quantum Formalism: Consequences of a Neural-oscillator Model to Quantum Cognition
Random Variables Recorded under Mutually Exclusive Conditions: Contextuality-by-default
Weak vs. Strong Quantum Cognition
Quantum Ontology: A New Direction for Cognitive Modeling

Part X: Dynamic Brain Forum
Cue-dependent Modulation of Synchrony in Primates’ Medial Motor Areas
Multisynaptic State Functions Characterizing the Acquisition of New Motor and Cognitive Skills
Visual Hallucinations in Dementia with Lewy Bodies (I) - A Hodological View
Dividing Roles and Ordering Information Flow in the Formation of Communication Systems: The Influence of Role Reversal Imitation
Optical Imaging of Plastic Changes Induced by Fear Conditioning in Auditory, Visual, and Somatosensory Cortices
Reward-modulated Motor Information in Dorsolateral Striatum Neurons
Anxiolytic Drugs and Altered Hippocampal Theta Rhythms: The Quantitative Systems Pharmacological Approach
Carbachol-induced Neuronal Oscillation in Rat Hippocampal Slices and Temperature
Associative Memory Network with Dynamics SynapsesNeural Dynamics for a Sudden Change in Other’s Behavioral Rhythm
Active Behaviors in Odor Sampling Constrain the Task for Cortical Processing
Autonomous Situation Understanding and Self-referential Learning of Situation Representations in a Brain-inspired Architecture
Metastable Activity Patterns in Cortical Dynamics and the Illusion of Localized Representations
Memories as Bifurcations Shaped Through Sequential Learning
Behavioral Interactions of Two Individual Arm Robots Using Independent Chaos in Recurrent Neural Networks
Free Will and Spatiotemporal Neurodynamics
High Frequency Oscillations for Behavioral Stabilization during Spatial Alternation
Planning Based on One’s Own Past and Other’s Past during a Symbolic Communication Task
Development of the Multimodal Integration in the Superior Colliculus and Its Link to Neonates Facial Preference
Excitation-inhibition Balance of Prefrontal Neurons During the Execution of a Path-planning Task
Simultaneous Multichannel Communication Using Chaos in a Recurrent Neural Network
Self-reflective Mind in a Machine: Neural Correlates for Multidimensional Mind Perception
Formation of Pyramidal Cell Clusters under Neocortical Balanced Competitive Learning
Systems Biopsychiatry – the Cognitive Neurodynamics of Schizophrenia in an Integrated Systemic View
Modeling the Genesis of Components in the Networks of Interacting Units
Visual Hallucinations in Dementia with Lewy Bodies (II) – Computational Aspects
Neural Dynamics Associated to Preferred Firing Sequences
Evolution of Heterogeneous Network Modules via Maximization of Bi-directional Information Transmission
Gamma-band Shift in the Activity of Rat Hippocampal CA1: A Comparison of Memory-guided and Visually-cued Spatial Choice

Index

Blurb

Within our knowledge, the series of the International Conference on Cognitive Neurodynamics (ICCN) is the only conference series dedicating to cognitive neurodynamis. This volume is the proceedings of the 4th  International Conference on Cognitive Neurodynamics held in 2013, which reviews the progress in this field since  the 1st  ICCN - 2007. The topics include: Neural coding and realistic neural network dynamics, Neural population dynamics, Firing Oscillations and Patterns in Neuronal Networks, Brain imaging, EEG, MEG, Sensory and Motor Dynamics,  Global cognitive function, Multi-scalar Neurodynamics - from Physiology to Systems Theory, Neural computing, Emerging Technologies for Brain Computer Interfaces, Neural dynamics of brain disorders.