Advances in Cognitive Neurodynamics (III) [electronic resource] : Proceedings of the Third International Conference on Cognitive Neurodynamics - 2011 /
International Conference on Cognitive Neurodynamics(3rd :2013 :Hangzhou)
Yamaguchi, Yoko.editor.
This book contains the Proceedings of the 3rd International Conference on Cognitive Neurodynamics held in Japan, June 9-13, 2011. It reviews the progress in this field since the first ICCN in 2007. The participants were treated to an exciting and stimulating conference that left everyone with an enthusiastic vision for the future.  The discussed topics in this book 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.
Advances in Cognitive Neurodynamics (III); Preface; Contents; Part I Global Scope of Cognitive Neurodynamic Systems; Artificial Cognitive Systems with Active Learning and Situation Awareness Capabilities; 1 Introduction; 2 Artificial Cognitive Systems; 3 Multi-modal Multi-disciplinary Approach; 4 Conclusion; References; Dynamic Neuronal Representation in the Prefrontal Cortex; 1 Introduction; 2 Dynamic Representation of Information; 3 Representations as Attractor States; 4 Local Circuits Underlying Dynamic Representation; 5 Optogenetics as a New Tool to Manipulate Local Circuits
6 Discussion and ConclusionsReferences; Timing at Multiple Scales in Olfactory Perception; 1 Introduction; 2 Temporal Processing Scales; 3 Conclusion; References; Structure, Stability, Dynamics, and Geometry in Brain Networks; 1 Introduction; 2 Models; 3 Results; 4 Discussion; References; Mathematical Theory of Neural Networks: A Personal and Historical Survey; 1 Introduction; List of Selected Papers by Amari; Memory Information Representation in the Hippocampus; 1 Long Term Potentiation (LTP), Depression (LTD) and Hebbian Type Learning Rule; 2 Spatio-Temporal Learning Rule (Non Hebbian)
3 The Functional Differences Between STLR and HEBB4 Interaction of Both Rules in a Dendrites-Soma System; 5 Conclusion; References; Part II Neuronal Impulse Patterns, Bifurcations and Model Complexity; Functional Significance of Rall's Power of Three Halves Law in Cortical Nonpyramidal Cells; 1 Introduction; 2 Methods; 3 Results; 4 Discussions; References; A Computational Study of the Role of the Sub-thalamic Nucleus in Behavioral Switching During Saccadic Movements; 1 Introduction; 2 Methods; 3 Results; 4 Discussion; References; Spiking Neural Network Ink Drop Spread, Spike-IDS
1 Introduction2 Ink Drop Spread, IDS; 3 Spiking Neural Network IDS, Spike-IDS; 3.1 Network Architecture; 3.2 Information Coding; 3.3 Learning Algorithm; 3.4 Narrow and Spread Extraction; 4 Evaluation Results; 5 Conclusion; References; A Biophysical Model of Neuro-Glial-Vascular Interactions; 1 Introduction; 2 Model; 3 Results; 4 Discussions; References; Model Complexity in the Study of Neural Network Phenomena; 1 Introduction; 2 Methods; 3 Results; 4 Discussion and Conclusions; References; From Spiking Neurons to Neural Fields: Bridging the Gap to Achieve Faster Simulations of Neural Systems
1 Introduction2 Models; 2.1 Neuronal Dynamics; 2.2 Neuronal Communication; 3 Results; 4 Discussion; References; Multi-population Network Models of the Cortical Microcircuit; 1 Introduction; 2 Methods; 3 Results; 4 Discussion; References; Attentional Cholinergic Projections May Induce Transitions of Attractor Landscape via Presynaptic Modulations of Connectivity; 1 Introduction; 2 Cholinergic Functions in the Cortex; 3 Computer Study Using the Phase Neuron Model; 4 Discussion; References; Forced Wakefulness for Entrainment to Permanent Shift Work: A Computational Study; 1 Introduction
2 Methods
International conference proceedings.
Includes bibliographical references and index.
This book contains the Proceedings of the 3rd International Conference on Cognitive Neurodynamics held in Japan, June 9-13, 2011. It reviews the progress in this field since the first ICCN in 2007. The participants were treated to an exciting and stimulating conference that left everyone with an enthusiastic vision for the future.  The discussed topics in this book 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.
Medicine.
Neurosciences.
Statistical physics.
Biomathematics.
Cognitive psychology.
Biomedicine, general.
Neurosciences.
Applications of Nonlinear Dynamics and Chaos Theory.
Physiological, Cellular and Medical Topics.
Cognitive Psychology.