| 1 Theoretical Analysis Population Coding, Bayesian Inference and Information Geometry One-Bit-Matching ICA Theorem, Convex-Concave Programming, and Combinatorial Optimization Dynamic Models for Intention (Goal-Directedness) Are Required by Truly Intelligent Robots Differences and Commonalities Between Connectionism and Symbolicism Pointwise Approximation for Neural Networks On the Universal Approximation Theorem of Fuzzy Neural Networks with Random Membership Function Parameters A Review: Relationship Between Response Properties of Visual Neurons and Advances in Nonlinear Approximation Theory Image Representation in Visual Cortex and High Nonlinear Approximation Generalization and Property Analysis of GENET On Stochastic Neutral Neural Networks Eigenanalysis of CMAC Neural Network A New Definition of Sensitivity for RBFNN and Its Applications to Feature Reduction Complexity of Error Hypersurfaces in Multilayer Perceptrons with General Multi-input and Multi-output Architecture Nonlinear Dynamical Analysis on Coupled Modified Fitzhugh-Nagumo Neuron Model Stability of Nonautonomous Recurrent Neural Networks with Time-Varying Delays Global Exponential Stability of Non-autonomous Neural Networks with Variable Delay A Generalized LMI-Based Approach to the Global Exponential Stability of Recurrent Neural Networks with Delay A Further Result for Exponential Stability of Neural Networks with Time-Varying Delays Improved Results for Exponential Stability of Neural Networks with Time-Varying Delays Global Exponential Stability of Recurrent Neural Networks with Infinite Time-Varying Delays and Reaction-Diffusion Terms Exponential Stability Analysis of Neural Networks with Multiple Time Delays Exponential Stability of Cohen-Grossberg Neural Networks with Delays Global Exponential Stability of Cohen-Grossberg Neural Networks with Time-Varying Delays and Continuously Distributed Delays Exponential Stability of Stochastic Cohen-Grossberg Neural Networks with Time-Varying Delays Exponential Stability of Fuzzy Cellular Neural Networks with Unbounded Delay …… 2 Model Design 3 Learning Methods 4 Optimization Methods 5 Kernel Methods 6 Component Analysis Author Index |
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