Colin Molter, Naoyuki Sato, Utku Salihoglu, Yoko Yamaguchi (auth.), Irwin King, Jun Wang, Lai-Wan Chan, DeLiang Wang (eds.)0302974335
Table of contents :
Front Matter….Pages –
How Reward Can Induce Reverse Replay of Behavioral Sequences in the Hippocampus….Pages 1-10
Analysis of Early Hypoxia EEG Based on a Novel Chaotic Neural Network….Pages 11-18
BCM-Type Synaptic Plasticity Model Using a Linear Summation of Calcium Elevations as a Sliding Threshold….Pages 19-29
A New Method for Multiple Spike Train Analysis Based on Information Discrepancy….Pages 30-38
Self-organizing Rhythmic Patterns with Spatio-temporal Spikes in Class I and Class II Neural Networks….Pages 39-48
Self-organization Through Spike-Timing Dependent Plasticity Using Localized Synfire-Chain Patterns….Pages 49-58
Comparison of Spike-Train Responses of a Pair of Coupled Neurons Under the External Stimulus….Pages 59-64
Fatigue-Induced Reversed Hemispheric Plasticity During Motor Repetitions: A Brain Electrophysiological Study….Pages 65-71
Functional Differences Between the Spatio-temporal Learning Rule (STLR) and Hebb Type (HEBB) in Single Pyramidal Cells in the Hippocampal CA1 Area….Pages 72-81
Ratio of Average Inhibitory to Excitatory Conductance Modulates the Response of Simple Cell….Pages 82-89
Modeling of LTP-Related Phenomena Using an Artificial Firing Cell….Pages 90-96
Time Variant Causality Model Applied in Brain Connectivity Network Based on Event Related Potential….Pages 97-104
An Electromechanical Neural Network Robotic Model of the Human Body and Brain: Sensory-Motor Control by Reverse Engineering Biological Somatic Sensors….Pages 105-116
Sequence Disambiguation by Functionally Divided Hippocampal CA3 Model….Pages 117-126
A Time-Dependent Model of Information Capacity of Visual Attention….Pages 127-136
Learning with Incrementality….Pages 137-146
Lability of Reactivated Human Declarative Memory….Pages 147-154
A Neuropsychologically-Inspired Computational Approach to the Generalization of Cerebellar Learning….Pages 155-164
A Neural Model for Stereo Transparency with the Population of the Disparity Energy Models….Pages 165-174
Functional Connectivity in the Resting Brain: An Analysis Based on ICA….Pages 175-182
Semantic Addressable Encoding….Pages 183-192
Top-Down Attention Guided Object Detection….Pages 193-202
Absolute Quantification of Brain Creatine Concentration Using Long Echo Time PRESS Sequence with an External Standard and LCModel: Verification with in Vitro HPLC Method….Pages 203-210
Learning in Neural Network – Unusual Effects of “Artificial Dreams”….Pages 211-218
Spatial Attention in Early Vision Alternates Direction-of-Figure….Pages 219-227
Language Learnability by Feedback Self-Organizing Maps….Pages 228-236
Text Representation by a Computational Model of Reading….Pages 237-246
Mental Representation and Processing Involved in Comprehending Korean Regular and Irregular Verb Eojeols: An fMRI and Reaction Time Study….Pages 247-254
Binding Mechanism of Frequency-Specific ITD and IID Information in Sound Localization of Barn Owl….Pages 255-262
Effect of Feedback Signals on Tuning Shifts of Subcortical Neurons in Echolocation of Bat….Pages 263-271
A Novel Speech Processing Algorithm for Cochlear Implant Based on Selective Fundamental Frequency Control….Pages 272-279
Connectionist Approaches for Predicting Mouse Gene Function from Gene Expression….Pages 280-289
Semantic Activation and Cortical Areas Related to the Lexical Ambiguity and Idiomatic Ambiguity….Pages 290-297
Intelligent System for Automatic Recognition and Evaluation of Speech Commands….Pages 298-305
A New Mechanism on Brain Information Processing—Energy Coding….Pages 306-313
A Solution to the Curse of Dimensionality Problem in Pairwise Scoring Techniques….Pages 314-323
First Passage Time Problem for the Ornstein-Uhlenbeck Neuronal Model….Pages 324-331
Delay-Dependent Exponential Estimates of Stochastic Neural Networks with Time Delay….Pages 332-341
Imbalanced Learning in Relevance Feedback with Biased Minimax Probability Machine for Image Retrieval Tasks….Pages 342-351
Improvement of the Perfect Recall Rate of Block Splitting Type Morphological Associative Memory Using a Majority Logic Approach….Pages 352-360
Two Methods for Sparsifying Probabilistic Canonical Correlation Analysis….Pages 361-370
Turbo Decoding as an Instance of Expectation Maximization Algorithm….Pages 371-378
Dynamical Behaviors of a Large Class of Delayed Differential Systems with Discontinuous Right-Hand Side….Pages 379-386
Reinforcement Learning Algorithm with CTRNN in Continuous Action Space….Pages 387-396
Entropy Based Associative Model….Pages 397-406
Free Energy of Stochastic Context Free Grammar on Variational Bayes….Pages 407-416
Asymptotic Behavior of Stochastic Complexity of Complete Bipartite Graph-Type Boltzmann Machines….Pages 417-426
Improving VG-RAM Neural Networks Performance Using Knowledge Correlation….Pages 427-436
The Bifurcating Neuron Network 3 as Coloring Problem Solver and N-Ary Associative Memory….Pages 437-446
Coupling Adaboost and Random Subspace for Diversified Fisher Linear Discriminant….Pages 447-456
Self-organized Path Constraint Neural Network: Structure and Algorithm….Pages 457-466
Gauss Wavelet Chaotic Neural Networks….Pages 467-476
Training RBFs Networks: A Comparison Among Supervised and Not Supervised Algorithms….Pages 477-486
A Cooperation Online Reinforcement Learning Approach in Ant-Q….Pages 487-494
Soft Analyzer Modeling for Dearomatization Unit Using KPCR with Online Eigenspace Decomposition….Pages 495-504
A Soft Computing Based Approach for Modeling of Chaotic Time Series….Pages 505-512
Predicting Nonstationary Time Series with Multi-scale Gaussian Processes Model….Pages 513-520
Prediction Error of a Fault Tolerant Neural Network….Pages 521-528
Delay-Dependent and Delay-Independent Stability Conditions of Delayed Cellular Neural Networks….Pages 529-536
The Perfect Recalling Rate of Morphological Associative Memory….Pages 537-546
Analysis of Dynamics of Cultured Neuronal Networks Using I & F Model….Pages 547-553
Convergence Study of Discrete Neural Networks with Delay….Pages 554-561
Convergence of Batch BP Algorithm with Penalty for FNN Training….Pages 562-569
New Results for Global Stability of Cohen-Grossberg Neural Networks with Discrete Time Delays….Pages 570-579
Global Stability of Cohen-Grossberg Neural Networks with Distributed Delays….Pages 580-590
Exponential Stability of Neural Networks with Distributed Time Delays and Strongly Nonlinear Activation Functions….Pages 591-597
Global Stability of Bidirectional Associative Memory Neural Networks with Variable Coefficients and S-Type Distributed Delays….Pages 598-607
Stability Analysis for Higher Order Complex-Valued Hopfield Neural Network….Pages 608-615
Mixture of Neural Networks: Some Experiments with the Multilayer Feedforward Architecture….Pages 616-625
Collective Information-Theoretic Competitive Learning: Emergency of Improved Performance by Collectively Treated Neurons….Pages 626-633
A Fast Bit-Parallel Algorithm for Gapped String Kernels….Pages 634-641
A RBFN Based Cogging Force Estimator of PMLSM with q
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