The proceedings of the Second International Conference on Cognitive Neurodynamics
Seven plenary talks given by leading scientists in this field
Latest progress in cognitive neurodynamics
Within our knowledge, the series of the International Conference on Cognitive Neurodynamics (ICCN) is the only conference series dedicating to cognitive neurodynamics. This volume is the proceedings of the 2nd International Conference on Cognitive Neurodynamics held in 2009, 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.
PrefaceSection 1Plenary Talk Dynamics of Learning In Hierarchical Models — Singularity and Milnor AttractorShun-ichi Amari, Tomoko Ozeki, Florent Cousseau, and Haikun Wei Chaotic Dynamics, Episodic Memory, and Self-identity Ichiro Tsuda Stochastic modeling of neuronal responses.Barry J. Richmond Phase Transitions in Mesoscopic Brain Dynamics – Implications for Cognition and ConsciousnessHans Liljenström Anatomical and Topological Foundations of Cognitive Neurodynamics in Cerebral CortexWalter J Freeman Metastability of Mean Field Neuropercolation - The Role of Inhibitory PopulationsRobert Kozma and Marko PuljicSpontaneous Low-Frequency Fluctuation Observed with Functional Magnetic Resonance Imaging as a Potential Biomarker in Neuropsychiatric DisordersYuan Zhou, Kun Wang, Yong Liu, Ming Song, Sonya W Song, and Tianzi Jiang Section 2Tamagawa-RIKEN Dynamic Brain ForumDynamical systems and accurate temporal information transmission in neural networksAlessandro E. P. Villa, Yoshiyuki Asai, Jérémie Cabessa, Pierre Dutoit, and Vladyslav Shaposhnyk Next Generation Large-Scale Chronically Implantable Precision Motorized Microdrive Arrays for Freely Behaving AnimalsJun Yamamoto Dynamic Receptive Fields in Auditory Cortex: Feature Selectivity and Organizational PrinciplesChristoph E. Schreiner and Craig A. Atencio Top-down Mechanism of Perception: A Scenario on the Role for Layer 1 and 2/3 Projections Viewed from Dynamical Systems TheoryHiroshi Fujii, Kazuyuki Aihara and Ichiro Tsuda Beyond sensory coding: the cognitive context of olfactory neurodynamics Leslie M. Kay Temporo-parietal network model for 3D mental rotationToshio Inui, and Mitsuru Ashizawa Representation of Time-series by a Self-similar Set in a Model of Hippocampal CA1Yutaka Yamaguti, Shigeru Kuroda, and Ichiro Tsuda Emergence of Iterated Function Systems in the Hippocampal CA1Shigeru Kuroda, Yasuhiro Fukushima, Yutaka Yamaguti, Minoru Tukada, and Ichiro Tsuda Frontal Theta for Executive Functions and Parietal Alpha for Storage Buffers in Visual Working MemoryMasahiro Kawasaki and Yoko Yamaguchi Associative Latching Dynamics vs. SyntaxEleonora Russo, Sahar Pirmoradian, Alessandro Treves Category inference and prefrontal cortexXiaochuan Pan, Masamichi Sakagami Signal transport via chaos in a neural network -a metaphoric model of communications in brain-Ryuichi Sato, Noriyuki Furumai, Koji Ochi, Ryu Takada, Yongtao Li, and Shigetoshi Nara Is Mu Rhythm an Index of the Human Mirror Neuron System? A Study of Simultaneous fMRI and EEGHiroaki Mizuhara and Toshio Inui Decoding action selectivity of observed images using fMRI pattern analysisKenji Ogawa, and Toshio Inui A developmental model of infant reaching movement: Aquisition of internal visuomotor transformationsNaohiro Takemura1 and Toshio Inui Interacting Humans and the Dynamics of their Social BrainsEmmanuelle Tognoli, Gonzalo C. de Guzman and J. A. Scott Kelso State-dependent Cortical Synchronization Networks Revealed by TMS-EEG RecordingsKeiichi Kitajo, Ryohei Miyota, Masanori Shimono, Kentaro Yamanaka and Yoko Yamaguchi Section 3Neural coding and realistic neural network dynamicsStimulation induced transitions in spontaneous firing rates in cultured neuronal networks also occur in the presence of synaptic plasticity blocker KN93Linda van der Heiden, Ildiko Vajda, Jaap van Pelt and Arjen van Ooyen Attractors in Neurodynamical SystemsWlodzislaw Duch and Krzysztof Dobosz Combining supervised, unsupervised, and reinforcement learning in a network of spiking neuronsSebastian Handrich, Andreas Herzog, Andreas Wolf, and Christoph S. Herrmann Correlated Activities in Frog Retina Ganglion CellsWei Jing, Hai-Qing Gong & Pei-Ji Liang Gamma-frequency synaptic input enhances gain modulation of the layer V pyramidal neuron modelXiumin Li, Kenji Morita, Hugh P. C. Robinson, and Michael Small Zinc Modulation of Calcium-Permeable AMPA Receptors on Carp Retinal Horizontal CellsYan Sun, Xiao-Dong Jiang, Lei Xiao, Hai-Qing Gong, Pei-Ji Liang Spectral Characteristics of Firing Pattern in Retinal Ganglion CellsHao Li and Pei-Ji Liang The Firing Pattern Properties in Retinal Ganglion CellsHan-Yan Gong, Ying-Ying Zhang, Pei-Ji Liang, Pu-Ming Zhang The Spatiotemporal Structure of Receptive Field of Ganglion Cells in Bullfrog RetinaYao Li, Hai-Qing Gong, Pei-Ji Liang, Pu-Ming Zhang Section 4Neural population dynamicsDynamics of hierarchical neural networksClaus C. Hilgetag, Mark Müller-Linow, and Marc-Thorsten Hütt Effects of additive Gaussian noise on neuronal firings in a heterogeneous neuronal networkXiaojuan Sun, Qishao Lu Stochastic Evolution Model of Neuronal Oscillator Population under the Condition of the Variable Higher Order CouplingXiaodan Zhang, Rubin Wang, Zhikang Zhang, Xianfa Jiao Qualitative Analysis in Locally Coupled Neural Oscillator NetworkYong Meng, Yuanhua Qiao, Jun Miao, Lijuan Duan, Faming Fang Determination of the number ratio Between Excitation Neurons and Inhibitory Neurons in activities of Neural networksYan Liu, Rubin Wang, Zhikang Zhang, Xianfa Jiao, Jianting CaoSection 5Firing Oscillations and Patterns in Neuronal NetworksTransition mechanisms between periodic and chaotic bursting neurons Feng Zhang, Qishao Lu, Jianzhong Su Dynamical Characteristics of the Fractional-Order FitzHugh-Nagumo Model Neuron Yong Liu, Yong Xie, Yanmei Kang, Ning Tan, Jun Jiang, Jianxue Xu Dynamics analysis of the hyperpolarized model for bursting calcium oscillations in non-excitable cellsPan Meng, Qishao Lu Effect of Temperature on Synchronization Phenomena in Coupled Spiking Neuron Models Yasuomi D. Sato Synchronization transitions of small-world neuronal networksWen-Ji Cao and Qing-Yun Wang Bursting Regularity in Complex Networks of Neurons with Chemical Synapses Xia Shi and Qishao Lu Burst synchronization in a small-world neuronal network with coupling delays Jiaoyan Wang, Qishao Lu, Fang Han and Zhuoqin YangCorrelation-induced phase synchronization in bursting neuronsXiufeng Lang and Qishao Lu Synchronization of Small-world Neuronal Networks with Synapse Plasticity Fang Han, Qi-shao Lu, Xiang-ying Meng and Jiao-yan Wang A Modelling Study of Glutamate Release of NMDA ReceptorsJustin Blackwell, Jianzhong Su, and Ege Kavalali Experimental discovery of a complex bifurcation scenario from period 1 bursting to period 1 spikingMinghao Yang , Qiaohua Zheng, Chunling Wei, Huaguang Gu , Wei RenExploring the asymmetrical cortical activity in motor areas using support vector machinesGuangxin Huang, Huafu Chen, Weishuai Lv, Qian Dai Strange Non-chaotic Attractors in Noisy FitzHugh-Nagumo neuron Model Guang-Jun Zhang, Jue Wang, Jian-Xue Xu, Hai-Lin Zou, Hong Yao, Xiang-Bo Wang Pattern Discrimination on Deterministic and Noise-induced Impulses in Neural Spike Trains Ying Du, Qi-Shao Lu Desynchrony in Two Chaotic Neurons with Uncertain Couple and Mix-adaptive Feedback Yong Zhao, Qishao Lu Outer Synchronization of Coupled Discrete-time Networks with Time DelayWeigang Sun, Rubin Wang, Weixiang Wang, and Jianting Cao Section 6Brain imaging, EEG, MEGPhase Resetting on Scalp EEG, Study on its Synchrony and DistributionYusely Ruiz, Susan Pockett, Walter J. Freeman, Eduardo González,, Guang Li The interaction between the parietal and motor areas in dynamic imagery manipulation: an fMRI studyTakafumi Sasaoka, Hiroaki Mizuhara, Toshio Inui An fMRI investigation of the mental perspective shift in language comprehensionToshiki Iwabuchi, Masato Ohba, Toshio Inui, Kenji Ogawa Neural representation of space for sound-source localization: An fMRI studyTakafumi Sato, Toshio Inui, Hiroshi Shibata, Kenji Ogawa Investigating causality between interacting brain areas with multivariate autoregressive models of MEG sensor dataGeorge Michalareas, Jan Matthias Schoelen, and Joachim Gross EEG Feature Extraction during Mental Fatigue and Relaxation by Principal Component AnalysisLan-lan Chen, Jun-zhong Zou, Jian Zhang, Chun-mei Wang, Min Wang Kernel Granger Causality Mapping Effective Connectivity: A Resting fMRI StudyWei Liao, Daniele Marinazzo, Zhengyong Pan , and Huafu Chen EEG Source Localization Based on Multiple fMRI Spatial PatternsXu Lei, Dezhong Yao ICA analysis for decision-making task on fMRIXujun Duan, Huafu Chen, Zhengyong Pan, Wei Liao, Danhui Wang, Jurong Ding Single trial extraction of cognitive evoked potential by using EMD based methodCailin Tao, Ling Zou, Yunfeng Li, Zhenghua Ma Multiple neural networks involved in chewing gum: A functional MRI study using Group-ICAFan Li, Hui Shen, Baojuan Li, Xiaoling Zhou, Dewen Hu Section 7Sensory and Motor Dynamics Dynamic Form Templates Determine Sensitivity to Biological MotionJoachim Lange and Markus Lappe Bistable Alternation of Point-Light Biological MotionMarc H. E. de Lussanet and Markus Lappe Influence of feedback signals from cat´s area 21a on contrast response function of area 17 neuronsC. Wang , W. Burke and B. Dreher Compensating Neural Transmission Delays by Dynamical RoutingSi Wu and Libo Ma Retinotopic Sparse Representation of Natural ImagesLibo Ma A neural network model for image formation of the face through double-touch without visual informationWei Song, Toshio Inui, and Naohiro Takemura Population responses of A?-fiber nociceptors with hypothetical spatial distributions on human forearmJiyong Hu, Yi Li , Rubin Wang and Xin Ding Optimal Model for Selecting Human Arm Posture during Reaching MovementJiaole Wang, Masazumi Katayama Decoding the Grid Cells for Metric Navigation Using the Residue Numeral SystemCecile Masson and Benoit Girard Discussion on rhythmic gait movement affected by cerebral cortex signalWei Dong, Rubin Wang, Zhikang Zhang, and Jianting Cao Re-optimization contributes to the adaption of external VF fieldChunjiang Fu, Rubin Wang, and Jianting Cao Vector Sum of Two Eyes´ Images Might be an Important Cue in Human Visual SystemQin Wang and Lei Wang A spatial temporal integration model of primary visual cortex concerning directional selectivityJianpeng Zhang, Rubin Wang, Zhikang Zhang, and Jianting Cao Periodic Motion Control of Human Arm Movement Based on CPG modelJiong Wu, Rubin Wang, Zhikang Zhang, Jianting Cao Section 8Global cognitive functionA Neurodynamical Approach to Visual Affordances: The Selective Attention for Action Model (SAAM)Christoph Boehme and Dietmar Heinke A Comparative Analysis on Adaptive Modelling of Induced Feelings Zulfiqar A. Memon, Jan Treur, Muhammad Umair Modelling Trust Dynamics from a Neurological Perspective Mark Hoogendoorn, S. Waqar Jaffry, Jan Treur Novel Bionic Model for Pattern RecognitionEduardo Gonzalez, Yusely Ruiz and Guang Li Local self-adaptation mechanisms for large-scale neural system buildingM. Garcia Ortiz, A. Gepperth, J. Fritsch, and C. Goerick Functions of Shallow vs. Deep Theta-nested Gamma in Object Recognition Xuejuan Zhang, Yang Zhan, Keith Kendrick Section 9Multi-scalar Neurodynamics - from Physiology to Systems Theory Modelling the Hypothalamic Control of Thalamic Synchronization along the Sleep-Wake CyclesSvetlana Postnova, Karlheinz Voigt and Hans Albert Braun Stochastic Resonance and Stochastic Encoding: Cooperative Effects of Noise and Intrinsic Dynamics in a Model Neuron with Subthreshold Oscillations Wuyin Jin, Svetlana Postnova and Hans Albert Braun Attention Modulation of Sensory SystemsHans Liljenström and Yuqiao Gu Evidence for a spatiotemporal singularity in percept formation by cerebral cortexWalter J. FreemanNonequilibrium behavior in neural networks: criticality and optimal performanceJ.J. Torres, S. Johnson, J.F. Mejias, S. de Franciscis, and J. Marro Section 10Neural computingA Hierarchial Model for Visual PerceptionBolei Zhou, Liqing Zhang An Orientational Sensitive Vision Model Based on Biological RetinaHui Wei and Yuxiang Jiang Recurrent Neural Networks for Local Model PredictionAymen Cherif, Romuald Boné, Hubert Cardot Single-Trial Electrical Perception Recognition via Single-Channel ElectroencephalogramYi Qiu, Guiping Dai, Yuping Miao, Ruifen Hu and Guang Li Sleep Quality Analysis Based on HHTLengshi Dai, Guiping Dai, Wuming Zhang, Haigang Zhu and Guang Li Modelling the Stroop Effect: Dynamics in Inhibition of Automatic Stimuli ProcessingNooraini Yusoff , Andre Gruning and Antony Browne A New Support Vector Machine Algorithm with Scalable Penalty Coefficients for Training SamplesJian Zhang, Jun-zhong Zou, Lan-lan Chen, Chun-mei Wang, Min Wang Recognition of Epileptic EEG using Support Vector MachinesChun-mei Wang, Jun-zhong Zou, Jian Zhang, Lanlan Chen, Min Wang Image Denoising Using Noisy Chaotic Neural NetworksLeipo Yan and Lipo Wang Increase Productivity in Circuit Board Manufacturing through Support VectorsHai Tuyen Tran, Chia-Jiu Wang Section 11Emerging Technologies for Brain Computer InterfacesTowards affective BCI/BMI paradigms - Analysis of fEEG and fNIRS brain responses to emotional speech and facial videosTomasz M. Rutkowski, Qibin Zhao, Andrzej Cichocki, Toshihisa Tanaka, and Danilo P. Mandic Imagery movement paradigm user adaptation improvement with quasi-movements phenomenonHiroshi Higashi, Tomasz M. Rutkowski, Yoshikazu Washizawa, Toshihisa Tanaka, and Andrzej Cichocki High Resolution Common Spatial Frequency Filters for Classifying Multi-class EEGQibin Zhao, Tomasz m. Rutkowski, Andrzej Cichocki, Liqing Zhang Suitable ICA algorithm for extracting saccade-related EEG signalsArao Funase, Mouri Motoaki, Tohru Yagi Andrzej Cichocki, Ichi Takumi EEG Based Brain-Computer Interface System for Remote Vehicle ControllingHan Sun, Liqing Zhang, Jie Li and Qibing Zhao Channel selection for Motor Imagery-based BCIs: A Semi-supervised SVM AlgorithmJinyi Long, Yuanqing Li, Zhenghui Gu Section 12Neural dynamics of brain disorders.On the Early Diagnosis of Alzheimer's Disease from EEG Signals: A Mini-ReviewJustin Dauwels, Francois-Benoit Vialatte, Andrzej Cichocki Analysis of Eeg Time Series Recorded From Alzheimer Patients Based on Their Spectral ContentAurelien Hazart, Francois-Benoit Vialatte, Andrzej Cichocki Modeling transient oscillations in the EEG of patients with mild cognitive impairmentFrancois-Benoit Vialatte, Jordi Sole-Casals, Aurelien Hazart, David Prvulovic, Justin Dauwels, Johannes Pantel, Corinna Haenschel, and Andrzej Cichocki Discrimination of the sleeping EEG by the adaptive rhythmic component extractionYohei Tomita, Hironobu Fukai, Yasue Mitsukura, Toshihisa Tanaka, Jianting Cao Analyzing EEG of Quasi-Brain-Death Based on Approximate Entropy MeasuresKun Yang, Qiwei Shi, Jianting Cao, Rubin Wang,Huili Zhu, and Zhaoshui He Complexity Analysis of EEG Data with Multiscale Permutation EntropyGaoxiang Ouyang, Chuangyin Dang, and Xiaoli Li Cueing-dependent activity in bilateral M1 in Parkinson´s diseaseAndreas Daffertshofer, Alistair N. Vardy, and Erwin E.H. van Wegen
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 2nd International Conference on Cognitive Neurodynamics held in 2009, witch 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.
Within our knowledge, the series of the International Conference on Cognitive Neurodynamics (ICCN) is the only conference series dedicating to cognitive neurodynamics. This volume is the proceedings of the 2nd International Conference on Cognitive Neurodynamics held in 2009, 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.
Section 1, Plenary Talk.- Section 2, Tamagawa-RIKEN Dynamic Brain Forum.- Section 3, Neural coding and realistic neural network dynamics.- Section 4, Neural population dynamics.- Section 5, Firing Oscillations and Patterns in Neuronal Networks.- Section 6, Brain imaging, EEG, MEG.- Section 7, Sensory and Motor Dynamics.- Section 8, Global cognitive function.- Section 9, Multi-scalar Neurodynamics - from Physiology to Systems Theory.- Section 10, Neural computing .- Section 11, Emerging Technologies for Brain Computer Interfaces.- Section 12, Neural dynamics of brain disorders.
Inhaltsverzeichnis
Preface
Section 1
Plenary Talk
Dynamics of Learning In Hierarchical Models - Singularity and Milnor Attractor
Shun-ichi Amari, Tomoko Ozeki, Florent Cousseau, and Haikun Wei
Chaotic Dynamics, Episodic Memory, and Self-identity
Ichiro Tsuda
Stochastic modeling of neuronal responses.
Barry J. Richmond
Phase Transitions in Mesoscopic Brain Dynamics - Implications for Cognition and Consciousness
Hans Liljenström
Anatomical and Topological Foundations of Cognitive Neurodynamics in Cerebral Cortex
Walter J Freeman
Metastability of Mean Field Neuropercolation - The Role of Inhibitory Populations
Robert Kozma and Marko Puljic
Spontaneous Low-Frequency Fluctuation Observed with Functional Magnetic Resonance Imaging as a Potential Biomarker in Neuropsychiatric Disorders
Yuan Zhou, Kun Wang, Yong Liu, Ming Song, Sonya W Song, and Tianzi Jiang
Section 2
Tamagawa-RIKEN Dynamic Brain Forum
Dynamical systems and accurate temporal information transmission in neural networks
Alessandro E. P. Villa, Yoshiyuki Asai, Jérémie Cabessa, Pierre Dutoit, and Vladyslav Shaposhnyk
Next Generation Large-Scale Chronically Implantable Precision Motorized Microdrive Arrays for Freely Behaving Animals
Jun Yamamoto
Dynamic Receptive Fields in Auditory Cortex: Feature Selectivity and Organizational Principles
Christoph E. Schreiner and Craig A. Atencio
Top-down Mechanism of Perception: A Scenario on the Role for Layer 1 and 2/3 Projections Viewed from Dynamical Systems Theory
Hiroshi Fujii, Kazuyuki Aihara and Ichiro Tsuda
Beyond sensory coding: the cognitive context of olfactory neurodynamics
Leslie M. Kay
Temporo-parietal network model for 3D mental rotation
Toshio Inui, and Mitsuru Ashizawa
Representation of Time-series by a Self-similar Set in a Model of Hippocampal CA1
Yutaka Yamaguti, Shigeru Kuroda, and Ichiro Tsuda
Emergence of Iterated Function Systems in the Hippocampal CA1
Shigeru Kuroda, Yasuhiro Fukushima, Yutaka Yamaguti, Minoru Tukada, and Ichiro Tsuda
Frontal Theta for Executive Functions and Parietal Alpha for Storage Buffers in Visual Working Memory
Masahiro Kawasaki and Yoko Yamaguchi
Associative Latching Dynamics vs. Syntax
Eleonora Russo, Sahar Pirmoradian, Alessandro Treves
Category inference and prefrontal cortex
Xiaochuan Pan, Masamichi Sakagami
Signal transport via chaos in a neural network -a metaphoric model of communications in brain-
Ryuichi Sato, Noriyuki Furumai, Koji Ochi, Ryu Takada, Yongtao Li, and Shigetoshi Nara
Is Mu Rhythm an Index of the Human Mirror Neuron System? A Study of Simultaneous fMRI and EEG
Hiroaki Mizuhara and Toshio Inui
Decoding action selectivity of observed images using fMRI pattern analysis
Kenji Ogawa, and Toshio Inui
A developmental model of infant reaching movement: Aquisition of internal visuomotor transformations
Naohiro Takemura1 and Toshio Inui
Interacting Humans and the Dynamics of their Social Brains
Emmanuelle Tognoli, Gonzalo C. de Guzman and J. A. Scott Kelso
State-dependent Cortical Synchronization Networks Revealed by TMS-EEG Recordings
Keiichi Kitajo, Ryohei Miyota, Masanori Shimono, Kentaro Yamanaka and Yoko Yamaguchi
Section 3
Neural coding and realistic neural network dynamics
Stimulation induced transitions in spontaneous firing rates in cultured neuronal networks also occur in the presence of synaptic plasticity blocker KN93
Linda van der Heiden, Ildiko Vajda, Jaap van Pelt and Arjen van Ooyen
Attractors in Neurodynamical Systems
Wlodzislaw Duch and Krzysztof Dobosz
Combining supervised, unsupervised, and reinforcement learning in a network of spiking neurons
Sebastian Handrich, Andreas Herzog, Andreas Wolf, and Christoph S. Herrmann
Correlated Activities in Frog Retina Ganglion Cells
Wei Jing, Hai-Qing Gong & Pei-Ji Liang
Gamma-frequency synaptic input enhances gain modulation of the layer V pyramidal neuron model
Xiumin Li, Kenji Morita, Hugh P. C. Robinson, and Michael Small
Zinc Modulation of Calcium-Permeable AMPA Receptors on Carp Retinal Horizontal Cells
Yan Sun, Xiao-Dong Jiang, Lei Xiao, Hai-Qing Gong, Pei-Ji Liang
Spectral Characteristics of Firing Pattern in Retinal Ganglion Cells
Hao Li and Pei-Ji Liang
The Firing Pattern Properties in Retinal Ganglion Cells
Han-Yan Gong, Ying-Ying Zhang, Pei-Ji Liang, Pu-Ming Zhang
The Spatiotemporal Structure of Receptive Field of Ganglion Cells in Bullfrog Retina
Yao Li, Hai-Qing Gong, Pei-Ji Liang, Pu-Ming Zhang
Section 4
Neural population dynamics
Dynamics of hierarchical neural networks
Claus C. Hilgetag, Mark Müller-Linow, and Marc-Thorsten Hütt
Effects of additive Gaussian noise on neuronal firings in a heterogeneous neuronal network
Xiaojuan Sun, Qishao Lu
Stochastic Evolution Model of Neuronal Oscillator Population under the Condition of the Variable Higher Order Coupling
Xiaodan Zhang, Rubin Wang, Zhikang Zhang, Xianfa Jiao
Qualitative Analysis in Locally Coupled Neural Oscillator Network
Yong Meng, Yuanhua Qiao, Jun Miao, Lijuan Duan, Faming Fang
Determination of the number ratio Between Excitation Neurons and Inhibitory Neurons in activities of Neural networks
Yan Liu, Rubin Wang, Zhikang Zhang, Xianfa Jiao, Jianting Cao
Section 5
Firing Oscillations and Patterns in Neuronal Networks
Transition mechanisms between periodic and chaotic bursting neurons
Feng Zhang, Qishao Lu, Jianzhong Su
Dynamical Characteristics of the Fractional-Order FitzHugh-Nagumo Model Neuron
Yong Liu, Yong Xie, Yanmei Kang, Ning Tan, Jun Jiang, Jianxue Xu
Dynamics analysis of the hyperpolarized model for bursting calcium oscillations in non-excitable cells
Pan Meng, Qishao Lu
Effect of Temperature on Synchronization Phenomena in Coupled Spiking Neuron Models
Yasuomi D. Sato
Synchronization transitions of small-world neuronal networks
Wen-Ji Cao and Qing-Yun Wang
Bursting Regularity in Complex Networks of Neurons with Chemical Synapses
Xia Shi and Qishao Lu
Burst synchronization in a small-world neuronal network with coupling delays
Jiaoyan Wang, Qishao Lu, Fang Han and Zhuoqin Yang
Correlation-induced phase synchronization in bursting neurons
Xiufeng Lang and Qishao Lu
Synchronization of Small-world Neuronal Networks with Synapse Plasticity
Fang Han, Qi-shao Lu, Xiang-ying Meng and Jiao-yan Wang
A Modelling Study of Glutamate Release of NMDA Receptors
Justin Blackwell, Jianzhong Su, and Ege Kavalali
Experimental discovery of a complex bifurcation scenario from period 1 bursting to period 1 spiking
Minghao Yang , Qiaohua Zheng, Chunling Wei, Huaguang Gu , Wei Ren
Exploring the asymmetrical cortical activity in motor areas using support vector machines
Guangxin Huang, Huafu Chen, Weishuai Lv, Qian Dai
Strange Non-chaotic Attractors in Noisy FitzHugh-Nagumo neuron Model
Guang-Jun Zhang, Jue Wang, Jian-Xue Xu, Hai-Lin Zou, Hong Yao, Xiang-Bo Wang
Pattern Discrimination on Deterministic and Noise-induced Impulses in Neural Spike Trains
Ying Du, Qi-Shao Lu
Desynchrony in Two Chaotic Neurons with Uncertain Couple and Mix-adaptive Feedback
Yong Zhao, Qishao Lu
Outer Synchronization of Coupled Discrete-time Networks with Time Delay
Weigang Sun, Rubin Wang, Weixiang Wang, and Jianting Cao
Section 6
Brain imaging, EEG, MEG
Phase Resetting on Scalp EEG, Study on its Synchrony and Distribution
Yusely Ruiz, Susan Pockett, Walter J. Freeman, Eduardo González,, Guang Li
The interaction between the parietal and motor areas in dynamic imagery manipulation: an fMRI study
Takafumi Sasaoka, Hiroaki Mizuhara, Toshio Inui
An fMRI investigation of the mental perspective shift in language comprehension
Toshiki Iwabuchi, Masato Ohba, Toshio Inui, Kenji Ogawa
Neural representation of space for sound-source localization: An fMRI study
Takafumi Sato, Toshio Inui, Hiroshi Shibata, Kenji Ogawa
Investigating causality between interacting brain areas with multivariate autoregressive models of MEG sensor data
George Michalareas, Jan Matthias Schoelen, and Joachim Gross
EEG Feature Extraction during Mental Fatigue and Relaxation by Principal Component Analysis
Lan-lan Chen, Jun-zhong Zou, Jian Zhang, Chun-mei Wang, Min Wang
Kernel Granger Causality Mapping Effective Connectivity: A Resting fMRI Study
Wei Liao, Daniele Marinazzo, Zhengyong Pan , and Huafu Chen
EEG Source Localization Based on Multiple fMRI Spatial Patterns
Xu Lei, Dezhong Yao
ICA analysis for decision-making task on fMRI
Xujun Duan, Huafu Chen, Zhengyong Pan, Wei Liao, Danhui Wang, Jurong Ding
Single trial extraction of cognitive evoked potential by using EMD based method
Cailin Tao, Ling Zou, Yunfeng Li, Zhenghua Ma
Multiple neural networks involved in chewing gum: A functional MRI study using Group-ICA
Fan Li, Hui Shen, Baojuan Li, Xiaoling Zhou, Dewen Hu
Section 7
Sensory and Motor Dynamics
Dynamic Form Templates Determine Sensitivity to Biological Motion
Joachim Lange and Markus Lappe
Bistable Alternation of Point-Light Biological Motion
Marc H. E. de Lussanet and Markus Lappe
Influence of feedback signals from cat's area 21a on contrast response function of area 17 neurons
C. Wang , W. Burke and B. Dreher
Compensating Neural Transmission Delays by Dynamical Routing
Si Wu and Libo Ma
Retinotopic Sparse Representation of Natural Images
Libo Ma
A neural network model for image formation of the face through double-touch without visual information
Wei Song, Toshio Inui, and Naohiro Takemura
Population responses of Ad-fiber nociceptors with hypothetical spatial distributions on human forearm
Jiyong Hu, Yi Li , Rubin Wang and Xin Ding
Optimal Model for Selecting Human Arm Posture during Reaching Movement
Jiaole Wang, Masazumi Katayama
Decoding the Grid Cells for Metric Navigation Using the Residue Numeral System
Cecile Masson and Benoit Girard
Discussion on rhythmic gait movement affected by cerebral cortex signal
Wei Dong, Rubin Wang, Zhikang Zhang, and Jianting Cao
Re-optimization contributes to the adaption of external VF field
Chunjiang Fu, Rubin Wang, and Jianting Cao
Vector Sum of Two Eyes' Images Might be an Important Cue in Human Visual System
Qin Wang and Lei Wang
A spatial temporal integration model of primary visual cortex concerning directional selectivity
Jianpeng Zhang, Rubin Wang, Zhikang Zhang, and Jianting Cao
Periodic Motion Control of Human Arm Movement Based on CPG model
Jiong Wu, Rubin Wang, Zhikang Zhang, Jianting Cao
Section 8
Global cognitive function
A Neurodynamical Approach to Visual Affordances: The Selective Attention for Action Model (SAAM)
Christoph Boehme and Dietmar Heinke
A Comparative Analysis on Adaptive Modelling of Induced Feelings
Zulfiqar A. Memon, Jan Treur, Muhammad Umair
Modelling Trust Dynamics from a Neurological Perspective
Mark Hoogendoorn, S. Waqar Jaffry, Jan Treur
Novel Bionic Model for Pattern Recognition
Eduardo Gonzalez, Yusely Ruiz and Guang Li
Local self-adaptation mechanisms for large-scale neural system building
M. Garcia Ortiz, A. Gepperth, J. Fritsch, and C. Goerick
Functions of Shallow vs. Deep Theta-nested Gamma in Object Recognition
Xuejuan Zhang, Yang Zhan, Keith Kendrick
Section 9
Multi-scalar Neurodynamics - from Physiology to Systems Theory
Modelling the Hypothalamic Control of Thalamic Synchronization along the Sleep-Wake Cycles
Svetlana Postnova, Karlheinz Voigt and Hans Albert Braun
Stochastic Resonance and Stochastic Encoding: Cooperative Effects of Noise and Intrinsic Dynamics in a Model Neuron with Subthreshold Oscillations
Wuyin Jin, Svetlana Postnova and Hans Albert Braun
Attention Modulation of Sensory Systems
Hans Liljenström and Yuqiao Gu
Evidence for a spatiotemporal singularity in percept formation by cerebral cortex
Walter J. Freeman
Nonequilibrium behavior in neural networks: criticality and optimal performance
J.J. Torres, S. Johnson, J.F. Mejias, S. de Franciscis, and J. Marro
Section 10
Neural computing
A Hierarchial Model for Visual Perception
Bolei Zhou, Liqing Zhang
An Orientational Sensitive Vision Model Based on Biological Retina
Hui Wei and Yuxiang Jiang
Recurrent Neural Networks for Local Model Prediction
Aymen Cherif, Romuald Boné, Hubert Cardot
Single-Trial Electrical Perception Recognition via Single-Channel Electroencephalogram
Yi Qiu, Guiping Dai, Yuping Miao, Ruifen Hu and Guang Li
Sleep Quality Analysis Based on HHT
Lengshi Dai, Guiping Dai, Wuming Zhang, Haigang Zhu and Guang Li
Modelling the Stroop Effect: Dynamics in Inhibition of Automatic Stimuli Processing
Nooraini Yusoff , Andre Gruning and Antony Browne
A New Support Vector Machine Algorithm with Scalable Penalty Coefficients for Training Samples
Jian Zhang, Jun-zhong Zou, Lan-lan Chen, Chun-mei Wang, Min Wang
Recognition of Epileptic EEG using Support Vector Machines
Chun-mei Wang, Jun-zhong Zou, Jian Zhang, Lanlan Chen, Min Wang
Image Denoising Using Noisy Chaotic Neural Networks
Leipo Yan and Lipo Wang
Increase Productivity in Circuit Board Manufacturing through Support Vectors
Hai Tuyen Tran, Chia-Jiu Wang
Section 11
Emerging Technologies for Brain Computer Interfaces
Towards affective BCI/BMI paradigms - Analysis of fEEG and fNIRS brain responses to emotional speech and facial videos
Tomasz M. Rutkowski, Qibin Zhao, Andrzej Cichocki, Toshihisa Tanaka, and Danilo P. Mandic
Imagery movement paradigm user adaptation improvement with quasi-movements phenomenon
Hiroshi Higashi, Tomasz M. Rutkowski, Yoshikazu Washizawa, Toshihisa Tanaka, and Andrzej Cichocki
High Resolution Common Spatial Frequency Filters for Classifying Multi-class EEG
Qibin Zhao, Tomasz m. Rutkowski, Andrzej Cichocki, Liqing Zhang
Suitable ICA algorithm for extracting saccade-related EEG signals
Arao Funase, Mouri Motoaki, Tohru Yagi Andrzej Cichocki, Ichi Takumi
EEG Based Brain-Computer Interface System for Remote Vehicle Controlling
Han Sun, Liqing Zhang, Jie Li and Qibing Zhao
Channel selection for Motor Imagery-based BCIs: A Semi-supervised SVM Algorithm
Jinyi Long, Yuanqing Li, Zhenghui Gu
Section 12
Neural dynamics of brain disorders.
On the Early Diagnosis of Alzheimer's Disease from EEG Signals: A Mini-Review
Justin Dauwels, Francois-Benoit Vialatte, Andrzej Cichocki
Analysis of Eeg Time Series Recorded From Alzheimer Patients Based on Their Spectral Content
Aurelien Hazart, Francois-Benoit Vialatte, Andrzej Cichocki
Modeling transient oscillations in the EEG of patients with mild cognitive impairment
Francois-Benoit Vialatte, Jordi Sole-Casals, Aurelien Hazart, David Prvulovic, Justin Dauwels, Johannes Pantel, Corinna Haenschel, and Andrzej Cichocki
Discrimination of the sleeping EEG by the adaptive rhythmic component extraction
Yohei Tomita, Hironobu Fukai, Yasue Mitsukura, Toshihisa Tanaka, Jianting Cao
Analyzing EEG of Quasi-Brain-Death Based on Approximate Entropy Measures
Kun Yang, Qiwei Shi, Jianting Cao, Rubin Wang,Huili Zhu, and Zhaoshui He
Complexity Analysis of EEG Data with Multiscale Permutation Entropy
Gaoxiang Ouyang, Chuangyin Dang, and Xiaoli Li
Cueing-dependent activity in bilateral M1 in Parkinson's disease
Andreas Daffertshofer, Alistair N. Vardy, and Erwin E.H. van Wegen
Klappentext
Within our knowledge, the series of the International Conference on Cognitive Neurodynamics (ICCN) is the only conference series dedicating to cognitive neurodynamics. This volume is the proceedings of the 2nd International Conference on Cognitive Neurodynamics held in 2009, 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.
The proceedings of the Second International Conference on Cognitive Neurodynamics
Seven plenary talks given by leading scientists in this field
Latest progress in cognitive neurodynamics
