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SOMKE: Kernel Density Estimation Over Data Streams by Sequences of Self-Organizing Maps |
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2 |
In-Sample and Out-of-Sample Model Selection and Error Estimation for Support Vector Machines |
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3 |
Bidirectional Extreme Learning Machine for Regression Problem and Its Learning Effectiveness |
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4 |
Online Nonnegative Matrix Factorization With Robust Stochastic Approximation |
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5 |
Transductive Ordinal Regression |
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6 |
Toward Automatic Time-Series Forecasting Using Neural Networks |
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7 |
Limit Set Dichotomy and Multistability for a Class of Cooperative Neural Networks With Delays |
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8 |
Relaxed Fault-Tolerant Hardware Implementation of Neural Networks in the Presence of Multiple Transient Errors |
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9 |
Scale-Invariant Amplitude Spectrum Modulation for Visual Saliency Detection |
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10 |
Regularization: A Thresholding Representation Theory and a Fast Solver |
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11 |
VLSI Implementation of a Bio-Inspired Olfactory Spiking Neural Network |
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12 |
Robust GRBF Static Neurocontroller With Switch Logic for Control of Robot Manipulators |
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13 |
Adaptive Visual and Auditory Map Alignment in Barn Owl Superior Colliculus and Its Neuromorphic Implementation |
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14 |
Memristor Bridge Synapse-Based Neural Network and Its Learning |
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15 |
Reproducing Kernel Hilbert Space Approach for the Online Update of Radial Bases in Neuro-Adaptive Control |
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16 |
Study on the Impact of Partition-Induced Dataset Shift on $k$-Fold Cross-Validation |
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17 |
Efficient Sparse Modeling With Automatic Feature Grouping |
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18 |
Simple Proof of Convergence of the SMO Algorithm for Different SVM Variants |
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19 |
Approximate Solutions to Ordinary Differential Equations Using Least Squares Support Vector Machines |
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20 |
Online Optimal Control of Affine Nonlinear Discrete-Time Systems With Unknown Internal Dynamics by Using Time-Based Policy Update |
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21 |
Predictive Approach for User Long-Term Needs in Content-Based Image Suggestion |
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22 |
Kernel Recursive Least-Squares Tracker for Time-Varying Regression |
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23 |
Programming Time-Multiplexed Reconfigurable Hardware Using a Scalable Neuromorphic Compiler |
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24 |
Neural Assembly Computing |
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25 |
Generalized SMO Algorithm for SVM-Based Multitask Learning |
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