574 results on '"Principe, Jose"'
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2. Special issue on smart healthcare: artificial intelligence in biomedicine
3. A self-learning cognitive architecture exploiting causality from rewards
4. Unsupervised foveal vision neural architecture with top-down attention
5. Interpretable fault detection using projections of mutual information matrix
6. Associations between MSE and SSIM as cost functions in linear decomposition with application to bit allocation for sparse coding
7. Fast spatio-temporal decorrelation using FIR filter network with decoupled adaptive step sizes
8. Understanding autoencoders with information theoretic concepts
9. Concept drift detection and adaptation with hierarchical hypothesis testing
10. Complex correntropy function: Properties, and application to a channel equalization problem
11. A method for autonomous data partitioning
12. Hierarchical linear dynamical systems for unsupervised musical note recognition
13. Self-Organised direction aware data partitioning algorithm
14. Convergence performance analysis of an adaptive kernel width MCC algorithm
15. Robust support vector machines based on the rescaled hinge loss function
16. Odor tracking in aquatic organisms: the importance of temporal and spatial intermittency of the turbulent plume
17. Fairness constrained diffusion adaptive power control for dense small cell network
18. A real-time, power-efficient architecture for mean-shift image segmentation
19. A new type of distance metric and its use for clustering
20. Predicting wrist kinematics from motor unit discharge timings for the control of active prostheses
21. Smoothed least mean p-power error criterion for adaptive filtering
22. Self-organizing maps with information theoretic learning
23. Self-organizing kernel adaptive filtering
24. Computational intelligence in control
25. The C-loss function for pattern classification
26. Kernel minimum error entropy algorithm
27. Efficient and robust deep learning with Correntropy-induced loss function
28. Sparse Least Logarithmic Absolute Difference Algorithm with Correntropy-Induced Metric Penalty
29. A novel extended kernel recursive least squares algorithm
30. Training Deep Architectures Without End-to-End Backpropagation: A Survey on the Provably Optimal Methods.
31. A New Clustering Separation Measure Based on Negentropy
32. Locally linear embedding based on correntropy measure for visualization and classification
33. Information theoretic learning with adaptive kernels
34. A test of independence based on a generalized correlation function
35. On the optimization properties of the correntropic loss function in data analysis
36. Target Detection and Segmentation in Circular-Scan Synthetic Aperture Sonar Images Using Semisupervised Convolutional Encoder–Decoders.
37. Extracting synchronized neuronal activity from local field potentials based on a marked point process framework.
38. Mapping broadband electrocorticographic recordings to two-dimensional hand trajectories in humans: Motor control features
39. Ascertaining neuron importance by information theoretical analysis in motor Brain–Machine Interfaces
40. Exploiting co-adaptation for the design of symbiotic neuroprosthetic assistants
41. Liquid state machines and cultured cortical networks: The separation property
42. A low complexity robust detector in impulsive noise
43. Kernel least mean square algorithm with constrained growth
44. Correntropy as a novel measure for nonlinearity tests
45. An investigation of EEG dynamics in an animal model of temporal lobe epilepsy using the maximum Lyapunov exponent
46. A variable step-size SIG algorithm for realizing the optimal adaptive FIR filter
47. A new nonlinear similarity measure for multichannel signals
48. Enhancing the correntropy MACE filter with random projections
49. Recursive complex BSS via generalized eigendecomposition and application in image rejection for BPSK
50. Spatial-Temporal Clustering of Neural Data Using Linked-Mixtures of Hidden Markov Models
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