José C. Príncipe
Orcid: 0000-0002-3449-3531Affiliations:
- University of Florida, Gainesville, USA
According to our database1,
José C. Príncipe
authored at least 691 papers
between 1989 and 2024.
Collaborative distances:
Collaborative distances:
Awards
IEEE Fellow
IEEE Fellow 2000, "For development of the gamma neural model and for its applications in signal processing.".
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
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on zbmath.org
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on orcid.org
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on id.loc.gov
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on d-nb.info
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on cnel.ufl.edu
On csauthors.net:
Bibliography
2024
A Standard-Cell-Based Neuro-Inspired Integrate-and-Fire Analog-to-Time Converter for Biological and Low-Frequency Signals - Comparison With Analog Version.
IEEE Trans. Biomed. Circuits Syst., August, 2024
IEEE Trans. Cybern., July, 2024
Weakly-Supervised Semantic Segmentation of Circular-Scan, Synthetic-Aperture-Sonar Imagery.
CoRR, 2024
Proceedings of the Twelfth International Conference on Learning Representations, 2024
2023
Faster Convergence in Deep-Predictive-Coding Networks to Learn Deeper Representations.
IEEE Trans. Neural Networks Learn. Syst., August, 2023
Analysis of Deep Convolutional Neural Networks Using Tensor Kernels and Matrix-Based Entropy.
Entropy, June, 2023
Mach. Learn., April, 2023
J. Mach. Learn. Res., 2023
J. Ambient Intell. Humaniz. Comput., 2023
CoRR, 2023
The Conditional Cauchy-Schwarz Divergence with Applications to Time-Series Data and Sequential Decision Making.
CoRR, 2023
Proceedings of the IEEE Statistical Signal Processing Workshop, 2023
Proceedings of the 33rd IEEE International Workshop on Machine Learning for Signal Processing, 2023
Proceedings of the International Joint Conference on Neural Networks, 2023
Proceedings of the International Joint Conference on Neural Networks, 2023
A Standard-Cell-Based Neuro-Inspired Integrate-and-Fire ATC for Biological and Low-Frequency Signals.
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2023
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
2022
IEEE Trans. Neural Networks Learn. Syst., 2022
Annotating Motion Primitives for Simplifying Action Search in Reinforcement Learning.
IEEE Trans. Emerg. Top. Comput. Intell., 2022
Neural Networks, 2022
CoRR, 2022
The Cross Density Kernel Function: A Novel Framework to Quantify Statistical Dependence for Random Processes.
CoRR, 2022
Robust Dependence Measure using RKHS based Uncertainty Moments and Optimal Transport.
CoRR, 2022
CoRR, 2022
CoRR, 2022
Training Deep Architectures Without End-to-End Backpropagation: A Survey on the Provably Optimal Methods.
IEEE Comput. Intell. Mag., 2022
Proceedings of the Uncertainty in Artificial Intelligence, 2022
Value of Information in the Mean-Square Case and Its Application to the Analysis of Financial Time-Series Forecast.
Proceedings of the Learning and Intelligent Optimization - 16th International Conference, 2022
Kernel Nonlinear Dynamic System Identification Based on Expectation-Maximization Method.
Proceedings of the International Joint Conference on Neural Networks, 2022
Proceedings of the International Joint Conference on Neural Networks, 2022
Proceedings of the International Joint Conference on Neural Networks, 2022
Proceedings of the IEEE International Conference on Acoustics, 2022
2021
MIMO Modeling by Learning Explicitly the Projection Space: The Maximum Correlation Ratio Cost Function.
IEEE Trans. Signal Process., 2021
IEEE Trans. Syst. Man Cybern. Syst., 2021
Understanding Convolutional Neural Networks With Information Theory: An Initial Exploration.
IEEE Trans. Neural Networks Learn. Syst., 2021
Reinforcement Learning in Reproducing Kernel Hilbert Spaces: Enabling Continuous Brain?Machine Interface Adaptation.
IEEE Signal Process. Mag., 2021
Neural Networks, 2021
Neural Comput., 2021
J. Frankl. Inst., 2021
Associations between MSE and SSIM as cost functions in linear decomposition with application to bit allocation for sparse coding.
Neurocomputing, 2021
Frontiers Artif. Intell., 2021
External-Memory Networks for Low-Shot Learning of Targets in Forward-Looking-Sonar Imagery.
CoRR, 2021
An Information-Theoretic Approach for Automatically Determining the Number of States when Aggregating Markov Chains.
CoRR, 2021
Labels, Information, and Computation: Efficient, Privacy-Preserving Learning Using Sufficient Labels.
CoRR, 2021
A Kernel Framework to Quantify a Model's Local Predictive Uncertainty under Data Distributional Shifts.
CoRR, 2021
Target Detection and Segmentation in Circular-Scan Synthetic-Aperture-Sonar Images using Semi-Supervised Convolutional Encoder-Decoders.
CoRR, 2021
CoRR, 2021
Proceedings of the 10th International IEEE/EMBS Conference on Neural Engineering, 2021
Proceedings of the International Joint Conference on Neural Networks, 2021
Information-Theoretic Methods in Deep Neural Networks: Recent Advances and Emerging Opportunities.
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021
Proceedings of the IEEE International Conference on Acoustics, 2021
Training a Bank of Wiener Models with a Novel Quadratic Mutual Information Cost Function.
Proceedings of the IEEE International Conference on Acoustics, 2021
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
2020
An Exact Reformulation of Feature-Vector-Based Radial-Basis-Function Networks for Graph-Based Observations.
IEEE Trans. Neural Networks Learn. Syst., 2020
IEEE Trans. Neural Networks Learn. Syst., 2020
IEEE Trans. Neural Networks Learn. Syst., 2020
IEEE Trans. Circuits Syst. I Regul. Pap., 2020
IEEE Trans. Artif. Intell., 2020
IEEE Trans. Pattern Anal. Mach. Intell., 2020
On Kernel Method-Based Connectionist Models and Supervised Deep Learning Without Backpropagation.
Neural Comput., 2020
Fast spatio-temporal decorrelation using FIR filter network with decoupled adaptive step sizes.
Digit. Signal Process., 2020
Fast Estimation of Information Theoretic Learning Descriptors using Explicit Inner Product Spaces.
CoRR, 2020
Time Series Analysis using a Kernel based Multi-Modal Uncertainty Decomposition Framework.
Proceedings of the Thirty-Sixth Conference on Uncertainty in Artificial Intelligence, 2020
Regularized Training of Convolutional Autoencoders using the Rényi-Stratonovich Value of Information.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
Measuring the Discrepancy between Conditional Distributions: Methods, Properties and Applications.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020
Proceedings of the 19th IEEE International Conference on Machine Learning and Applications, 2020
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
2019
IEEE Trans. Neural Networks Learn. Syst., 2019
Analysis of Agent Expertise in Ms. Pac-Man Using Value-of-Information-Based Policies.
IEEE Trans. Games, 2019
Kernel Kalman Filtering With Conditional Embedding and Maximum Correntropy Criterion.
IEEE Trans. Circuits Syst. I Regul. Pap., 2019
Neural Networks, 2019
Medical Biol. Eng. Comput., 2019
J. Frankl. Inst., 2019
Entropy, 2019
CoRR, 2019
Information Plane Analysis of Deep Neural Networks via Matrix-Based Renyi's Entropy and Tensor Kernels.
CoRR, 2019
CoRR, 2019
Proceedings of the 2019 9th International IEEE/EMBS Conference on Neural Engineering (NER), 2019
The Generalized Sleep Spindles Detector: A Generative Model Approach on Single-Channel EEGs.
Proceedings of the Advances in Computational Intelligence, 2019
Proceedings of the International Joint Conference on Neural Networks, 2019
Proceedings of the International Joint Conference on Neural Networks, 2019
An Information-theoretic Approach for Automatically Determining the Number of State Groups When Aggregating Markov Chains.
Proceedings of the IEEE International Conference on Acoustics, 2019
A Differential-geometric Approach for Globally Solving a Non-convex, Discontinuous Depth Estimation Problem for Plenoptic Camera Images.
Proceedings of the IEEE International Conference on Acoustics, 2019
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
2018
IEEE Trans. Neural Networks Learn. Syst., 2018
Guided Policy Exploration for Markov Decision Processes Using an Uncertainty-Based Value-of-Information Criterion.
IEEE Trans. Neural Networks Learn. Syst., 2018
IEEE Trans. Neural Networks Learn. Syst., 2018
IEEE Trans. Neural Networks Learn. Syst., 2018
IEEE Trans. Fuzzy Syst., 2018
Telecommun. Syst., 2018
J. Real Time Image Process., 2018
J. Frankl. Inst., 2018
A flexible testing environment for visual question answering with performance evaluation.
Neurocomputing, 2018
Complex correntropy function: Properties, and application to a channel equalization problem.
Expert Syst. Appl., 2018
An Analysis of the Value of Information When Exploring Stochastic, Discrete Multi-Armed Bandits.
Entropy, 2018
CoRR, 2018
CoRR, 2018
Kernelized Q-Learning for Large-Scale, Potentially Continuous, Markov Decision Processes.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
Comparison of Static Neural Network with External Memory and RNNs for Deterministic Context Free Language Learning.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
Surprise-Novelty Information Processing for Gaussian Online Active Learning (SNIP-GOAL).
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
Request-and-Reverify: Hierarchical Hypothesis Testing for Concept Drift Detection with Expensive Labels.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018
Partitioning Relational Matrices of Similarities or Dissimilarities Using the Value of Information.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Joint Image Segmentation and Classification with Application to Cluttered Coral Images.
Proceedings of the 2018 IEEE Global Conference on Signal and Information Processing, 2018
Clustering Based Kernel Reinforcement Learning for Neural Adaptation in Brain-Machine Interfaces.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
Quantitative Analysis of a Marked Point Process based Sleep Spindle Detector (MPP-SSD).
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
2017
Transfer Learning in Adaptive Filters: The Nearest Instance Centroid-Estimation Kernel Least-Mean-Square Algorithm.
IEEE Trans. Signal Process., 2017
Kernel Risk-Sensitive Loss: Definition, Properties and Application to Robust Adaptive Filtering.
IEEE Trans. Signal Process., 2017
Quantized Attention-Gated Kernel Reinforcement Learning for Brain-Machine Interface Decoding.
IEEE Trans. Neural Networks Learn. Syst., 2017
Complex Correntropy: Probabilistic Interpretation and Application to Complex-Valued Data.
IEEE Signal Process. Lett., 2017
Pattern Recognit., 2017
Multim. Tools Appl., 2017
Corrigendum to "Cyclostationary Correntropy: Definition and applications" [Expert Systems with Applications 69 (2017) 110-117].
Expert Syst. Appl., 2017
CoRR, 2017
Robust period estimation using mutual information for multi-band light curves in the synoptic survey era.
CoRR, 2017
Associations among Image Assessments as Cost Functions in Linear Decomposition: MSE, SSIM, and Correlation Coefficient.
CoRR, 2017
CoRR, 2017
CoRR, 2017
Proceedings of the 8th International IEEE/EMBS Conference on Neural Engineering, 2017
Proceedings of the 8th International IEEE/EMBS Conference on Neural Engineering, 2017
Proceedings of the 27th IEEE International Workshop on Machine Learning for Signal Processing, 2017
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
Flight dynamics modeling and recognition using finite state machine for automatic insect recognition.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
Fast feedforward non-parametric deep learning network with automatic feature extraction.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
Perception Updating Networks: On architectural constraints for interpretable video generative models.
Proceedings of the 5th International Conference on Learning Representations, 2017
Autoencoders trained with relevant information: Blending Shannon and Wiener's perspectives.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Balancing exploration and exploitation in reinforcement learning using a value of information criterion.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Automatic insect recognition using optical flight dynamics modeled by kernel adaptive ARMA network.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Proceedings of the 2017 IEEE Global Conference on Signal and Information Processing, 2017
Proceedings of the 2017 IEEE Global Conference on Signal and Information Processing, 2017
A marked point process approach for identifying neural correlates of tics in Tourette Syndrome.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
Kernel-based adaptive learning improves accuracy of glucose predictive modelling in type 1 diabetes: A proof-of-concept study.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017
2016
IEEE Trans. Signal Process., 2016
IEEE Trans. Neural Networks Learn. Syst., 2016
Reinforcement Learning in Video Games Using Nearest Neighbor Interpolation and Metric Learning.
IEEE Trans. Comput. Intell. AI Games, 2016
Tracking Neural Modulation Depth by Dual Sequential Monte Carlo Estimation on Point Processes for Brain-Machine Interfaces.
IEEE Trans. Biomed. Eng., 2016
Pattern Recognit. Lett., 2016
Neural Comput. Appl., 2016
Correntropy induced joint power and admission control algorithm for dense small cell network.
IET Commun., 2016
Sparse Least Logarithmic Absolute Difference Algorithm with Correntropy-Induced Metric Penalty.
Circuits Syst. Signal Process., 2016
CoRR, 2016
A Study of Musical Pitch Distance Using a Self-Organized Hierarchical Linear Dynamical System on Acoustic Signals.
Comput. Music. J., 2016
Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016
Proceedings of the 26th IEEE International Workshop on Machine Learning for Signal Processing, 2016
A reconfigurable parallel FPGA accelerator for the adapt-then-combine diffusion LMS algorithm.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2016
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016
Generalized Correntropy Matching Pursuit: A novel, robust algorithm for sparse decomposition.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
Proceedings of the 24th European Signal Processing Conference, 2016
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
Estimation and modeling of EEG amplitude-temporal characteristics using a marked point process approach.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
Maximum correntropy based attention-gated reinforcement learning designed for brain machine interface.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
Non-linear dynamic modeling of glucose in type 1 diabetes with kernel adaptive filters.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
2015
Proceedings of the Springer Handbook of Computational Intelligence, 2015
IEEE Trans. Neural Networks Learn. Syst., 2015
IEEE Trans. Inf. Theory, 2015
Downscaling Satellite-Based Soil Moisture in Heterogeneous Regions Using High-Resolution Remote Sensing Products and Information Theory: A Synthetic Study.
IEEE Trans. Geosci. Remote. Sens., 2015
IEEE Signal Process. Lett., 2015
Filter & hold: a mixed continuous-/discrete-time technique for time-constant scaling.
Int. J. Circuit Theory Appl., 2015
Performance evaluation of the correntropy coefficient in automatic modulation classification.
Expert Syst. Appl., 2015
Entropy, 2015
Digit. Signal Process., 2015
Circuits Syst. Signal Process., 2015
Universal Approximation with Convex Optimization: Gimmick or Reality? [Discussion Forum].
IEEE Comput. Intell. Mag., 2015
Functional Connectivity in Frequency-Tagged Cortical Networks During Active Harm Avoidance.
Brain Connect., 2015
Repairing lesions via kernel adaptive inverse control in a biomimetic model of sensorimotor cortex.
Proceedings of the 7th International IEEE/EMBS Conference on Neural Engineering, 2015
Proceedings of the 25th IEEE International Workshop on Machine Learning for Signal Processing, 2015
A model based approach to exploration of continuous-state MDPs using Divergence-to-Go.
Proceedings of the 25th IEEE International Workshop on Machine Learning for Signal Processing, 2015
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015
Effective insect recognition using a stacked autoencoder with maximum correntropy criterion.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015
Directed generalized measure of association: A data driven approach towards causal inference.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015
Cognitive Workload Discrimination in Flight Simulation Task Using a Generalized Measure of Association.
Proceedings of the Neural Information Processing - 22nd International Conference, 2015
Proceedings of the 2015 IEEE International Conference on Digital Signal Processing, 2015
Learning joint features for color and depth images with Convolutional Neural Networks for object classification.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
Explicit versus implicit source estimation for blind multiple input single output system identification.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
2014
IEEE Trans. Signal Process., 2014
IEEE Trans. Biomed. Eng., 2014
Steady-State Mean-Square Error Analysis for Adaptive Filtering under the Maximum Correntropy Criterion.
IEEE Signal Process. Lett., 2014
On the Importance of Synergisms Between Neuroscience and Engineering [Further Thoughts].
Proc. IEEE, 2014
Optim. Lett., 2014
IEEE Intell. Syst., 2014
An Extended Result on the Optimal Estimation Under the Minimum Error Entropy Criterion.
Entropy, 2014
CoRR, 2014
Proceedings of the 2nd International Conference on Learning Representations, 2014
A Tensor-Product-Kernel Framework for Multiscale Neural Activity Decoding and Control.
Comput. Intell. Neurosci., 2014
Computational Intelligence Challenges and Applications on Large-Scale Astronomical Time Series Databases.
IEEE Comput. Intell. Mag., 2014
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014
Correntropy kernel temporal differences for reinforcement learning brain machine interfaces.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014
Proceedings of the Neural Information Processing - 21st International Conference, 2014
Proceedings of the IEEE International Conference on Acoustics, 2014
Sparse kernel recursive least squares using L1 regularization and a fixed-point sub-iteration.
Proceedings of the IEEE International Conference on Acoustics, 2014
Proceedings of the IEEE International Conference on Acoustics, 2014
Proceedings of the IEEE International Conference on Acoustics, 2014
Proceedings of the IEEE International Conference on Acoustics, 2014
Proceedings of the IEEE International Conference on Acoustics, 2014
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
A reconfigurable parallel acceleration platform for evaluation of permutation entropy.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
Addressing low frequency movement artifacts in EEG signal recorded during center-out reaching tasks.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
2013
IEEE Trans. Neural Networks Learn. Syst., 2013
IEEE Trans. Comput. Intell. AI Games, 2013
IEEE Signal Process. Mag., 2013
Special Issue on Advances in Kernel-Based Learning for Signal Processing [From the Guest Editors].
IEEE Signal Process. Mag., 2013
Entropy, 2013
Proceedings of the 1st International Conference on Learning Representations, 2013
Proceedings of the 1st International Conference on Learning Representations, 2013
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013
A parameter-free kernel design based on cumulative distribution function for correntropy.
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013
Proceedings of the IEEE International Conference on Acoustics, 2013
Proceedings of the IEEE International Conference on Acoustics, 2013
An adaptive duty-cycle methodology for PV power maximization using a single variable.
Proceedings of Eurocon 2013, 2013
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Information-theoretic metric learning: 2-D linear projections of neural data for visualization.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
A new method of concurrently visualizing states, values, and actions in reinforcement based brain machine interfaces.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Proceedings of the 24th International Conference on Application-Specific Systems, 2013
2012
An Information Theoretic Algorithm for Finding Periodicities in Stellar Light Curves.
IEEE Trans. Signal Process., 2012
IEEE Trans. Signal Process., 2012
Assessing Granger Non-Causality Using Nonparametric Measure of Conditional Independence.
IEEE Trans. Neural Networks Learn. Syst., 2012
IEEE Trans. Neural Networks Learn. Syst., 2012
IEEE Trans. Biomed. Eng., 2012
IEEE Trans. Biomed. Eng., 2012
IEEE Signal Process. Mag., 2012
IEEE Signal Process. Lett., 2012
Signal Process., 2012
Signal Process., 2012
Neural Comput., 2012
Stochastic Information Gradient Algorithm with Generalized Gaussian Distribution Model.
J. Circuits Syst. Comput., 2012
Locally linear embedding based on correntropy measure for visualization and classification.
Neurocomputing, 2012
Approximate reconstruction of bandlimited functions for the integrate and fire sampler.
Adv. Comput. Math., 2012
Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2012
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012
Hidden state estimation using the Correntropy Filter with fixed point update and adaptive kernel size.
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012
Measure of Statistical Dependence.
Proceedings of the ICPRAM 2012, 2012
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012
Proceedings of the 20th European Signal Processing Conference, 2012
Proceedings of the 20th European Symposium on Artificial Neural Networks, 2012
Mutual information analysis on non-stationary neuron importance for brain machine interfaces.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Subspace matching thalamic microstimulation to tactile evoked potentials in rat somatosensory cortex.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Correntropy-based spectrum sensing for wireless microphones in man-made noise environments.
Proceedings of the 3rd International Workshop on Cognitive Information Processing, 2012
Advances in Brain Machine Interfaces.
Proceedings of the BIODEVICES 2012 - Proceedings of the International Conference on Biomedical Electronics and Devices, Vilamoura, Algarve, Portugal, 1, 2012
2011
IEEE Trans. Signal Process., 2011
An Augmented Echo State Network for Nonlinear Adaptive Filtering of Complex Noncircular Signals.
IEEE Trans. Neural Networks, 2011
A New Spatiotemporal Filtering Method for Single-Trial Estimation of Correlated ERP Subcomponents.
IEEE Trans. Biomed. Eng., 2011
IEEE Signal Process. Mag., 2011
IEEE Signal Process. Mag., 2011
IEEE Signal Process. Lett., 2011
Signal Process., 2011
Δ-Entropy: Definition, properties and applications in system identification with quantized data.
Inf. Sci., 2011
Proceedings of the IEEE International Conference on Systems, 2011
Estimation of periodicity in non-uniformly sampled astronomical data using a 2D kernel in correntropy.
Proceedings of the 2011 IEEE International Workshop on Machine Learning for Signal Processing, 2011
An adaptive decoder from spike trains to micro-stimulation using kernel least-mean-squares (KLMS).
Proceedings of the 2011 IEEE International Workshop on Machine Learning for Signal Processing, 2011
Proceedings of the 2011 IEEE International Workshop on Machine Learning for Signal Processing, 2011
A robust point matching algorithm for non-rigid registration using the Cauchy-Schwarz divergence.
Proceedings of the 2011 IEEE International Workshop on Machine Learning for Signal Processing, 2011
A reproducing kernel Hilbert space formulation of the principle of relevant information.
Proceedings of the 2011 IEEE International Workshop on Machine Learning for Signal Processing, 2011
Proceedings of the 2011 IEEE International Workshop on Machine Learning for Signal Processing, 2011
Proceedings of the 2011 IEEE International Workshop on Machine Learning for Signal Processing, 2011
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2011), 2011
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2011), 2011
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011
Adaptive background estimation using an information theoretic cost for hidden state estimation.
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011
Proceedings of the IEEE International Conference on Acoustics, 2011
Proceedings of the IEEE International Conference on Acoustics, 2011
Proceedings of the IEEE International Conference on Acoustics, 2011
Proceedings of the IEEE International Conference on Acoustics, 2011
Proceedings of the IEEE International Conference on Acoustics, 2011
Proceedings of the 19th European Symposium on Artificial Neural Networks, 2011
Proceedings of the 19th European Symposium on Artificial Neural Networks, 2011
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
An information-theoretic approach to motor action decoding with a reconfigurable parallel architecture.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Proceedings of the Conference Record of the Forty Fifth Asilomar Conference on Signals, 2011
2010
IEEE Trans. Signal Process., 2010
IEEE Trans. Signal Process., 2010
IEEE Trans. Commun., 2010
Proceedings of the 2010 Fourth International Workshop on High-Performance Reconfigurable Computing Technology and Applications, 2010
Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, 2010
Proceedings of the International Joint Conference on Neural Networks, 2010
Proceedings of the International Joint Conference on Neural Networks, 2010
Proceedings of the International Joint Conference on Neural Networks, 2010
Proceedings of the International Joint Conference on Neural Networks, 2010
Proceedings of the International Joint Conference on Neural Networks, 2010
Proceedings of the 20th International Conference on Pattern Recognition, 2010
Proceedings of the 20th International Conference on Pattern Recognition, 2010
Proceedings of the Ninth International Conference on Machine Learning and Applications, 2010
Proceedings of the IEEE International Conference on Acoustics, 2010
Proceedings of the IEEE International Conference on Acoustics, 2010
Proceedings of the IEEE International Conference on Acoustics, 2010
A conditional distribution function based approach to design nonparametric tests of independence and conditional independence.
Proceedings of the IEEE International Conference on Acoustics, 2010
Quantification of inter-trial non-stationarity in spike trains from periodically stimulated neural cultures.
Proceedings of the IEEE International Conference on Acoustics, 2010
Proceedings of the IEEE International Conference on Acoustics, 2010
Proceedings of the Artificial Neural Networks - ICANN 2010, 2010
Neuro-Fuzzy Classification Using the Correntropy Criterion: Application to Sleep Depth Estimation.
Proceedings of the 2010 International Conference on Artificial Intelligence, 2010
Proceedings of the FUZZ-IEEE 2010, 2010
Proceedings of the Information Theoretic Learning, 2010
2009
Proceedings of the Encyclopedia of Artificial Intelligence (3 Volumes), 2009
IEEE Trans. Neural Networks, 2009
Theories, Analysis, and Bounds of the Finite-Support Approximation for the Inverses of Mixing-Phase FIR Systems.
IEEE Trans. Circuits Syst. I Regul. Pap., 2009
IEEE Trans. Biomed. Eng., 2009
IEEE Trans. Biomed. Eng., 2009
Ascertaining neuron importance by information theoretical analysis in motor Brain-Machine Interfaces.
Neural Networks, 2009
Neural Networks, 2009
Mapping broadband electrocorticographic recordings to two-dimensional hand trajectories in humans: Motor control features.
Neural Networks, 2009
Sequential Monte Carlo Point-Process Estimation of Kinematics from Neural Spiking Activity for Brain-Machine Interfaces.
Neural Comput., 2009
Neural Comput., 2009
Spatial-Temporal Clustering of Neural Data Using Linked-Mixtures of Hidden Markov Models.
EURASIP J. Adv. Signal Process., 2009
Biosyst., 2009
Proceedings of the 2009 IEEE Wireless Communications and Networking Conference, 2009
Modulation selection from a battery power efficiency perspective: a case study of PPM and OOK.
Proceedings of the 2009 IEEE Wireless Communications and Networking Conference, 2009
Proceedings of the IEEE International Conference on Systems, 2009
Proceedings of the IEEE International Conference on Systems, 2009
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2009), 2009
Selecting neural subsets for kinematics decoding by information theoretical analysis in motor Brain Machine Interfaces.
Proceedings of the International Joint Conference on Neural Networks, 2009
Proceedings of the International Joint Conference on Neural Networks, 2009
Proceedings of the International Joint Conference on Neural Networks, 2009
Proceedings of the IEEE International Conference on Acoustics, 2009
Hierarchical clustering of neural data using Linked-Mixtures of Hidden Markov Models for Brain Machine Interfaces.
Proceedings of the IEEE International Conference on Acoustics, 2009
Development of Symbiotic Brain-Machine Interfaces Using a Neurophysiology Cyberworkstation.
Proceedings of the Human-Computer Interaction. Novel Interaction Methods and Techniques, 2009
2008
IEEE Trans. Wirel. Commun., 2008
IEEE Trans. Signal Process., 2008
IEEE Trans. Speech Audio Process., 2008
IEEE Signal Process. Mag., 2008
Recursive complex BSS via generalized eigendecomposition and application in image rejection for BPSK.
Signal Process., 2008
EURASIP J. Adv. Signal Process., 2008
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2008), 2008
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2008), 2008
Proceedings of the International Joint Conference on Neural Networks, 2008
Proceedings of the IEEE International Conference on Acoustics, 2008
Proceedings of the IEEE International Conference on Acoustics, 2008
Proceedings of the IEEE International Conference on Acoustics, 2008
2007
Synthesis Lectures on Biomedical Engineering, Morgan & Claypool Publishers, ISBN: 978-3-031-01621-9, 2007
IEEE Trans. Signal Process., 2007
Signal Process., 2007
Signal Process., 2007
Pattern Recognit., 2007
Optim. Methods Softw., 2007
An associative memory readout for ESNs with applications to dynamical pattern recognition.
Neural Networks, 2007
Neural Networks, 2007
Neural Networks, 2007
Neurocomputing, 2007
Clustering Approach to Quantify Long-Term Spatio-Temporal Interactions in Epileptic Intracranial Electroencephalography.
Comput. Intell. Neurosci., 2007
Florida Wireless Implantable Recording Electrodes (FWIRE) for Brain Machine Interfaces.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2007), 2007
Proceedings of the International Joint Conference on Neural Networks, 2007
A Monte Carlo Sequential Estimation of Point Process Optimum Filtering for Brain Machine Interfaces.
Proceedings of the International Joint Conference on Neural Networks, 2007
Proceedings of the International Joint Conference on Neural Networks, 2007
Proceedings of the International Joint Conference on Neural Networks, 2007
Proceedings of the International Joint Conference on Neural Networks, 2007
Proceedings of the International Joint Conference on Neural Networks, 2007
Proceedings of the International Joint Conference on Neural Networks, 2007
Proceedings of the International Joint Conference on Neural Networks, 2007
Proceedings of the International Joint Conference on Neural Networks, 2007
Hierarchal Decomposition of Neural Data using Boosted Mixtures of Hidden Markov Chains and its application to a BMI.
Proceedings of the International Joint Conference on Neural Networks, 2007
Proceedings of the 15th International Conference on Digital Signal Processing, 2007
Proceedings of the Computational Science, 2007
Recursive Complex Blind Source Separation via Eigendecomposition of Cumulant Matrices.
Proceedings of the IEEE International Conference on Acoustics, 2007
Proceedings of the IEEE International Conference on Acoustics, 2007
Proceedings of the IEEE International Conference on Acoustics, 2007
2006
J. VLSI Signal Process., 2006
Perturbation-Based Eigenvector Updates for On-Line Principal Components Analysis and Canonical Correlation Analysis.
J. VLSI Signal Process., 2006
Gaussianization: An Efficient Multivariate Density Estimation Technique for Statistical Signal Processing.
J. VLSI Signal Process., 2006
Generalized correlation function: definition, properties, and application to blind equalization.
IEEE Trans. Signal Process., 2006
Experimental upper bound for the performance of convolutive source separation methods.
IEEE Trans. Signal Process., 2006
Modeling and inverse controller design for an unmanned aerial vehicle based on the self-organizing map.
IEEE Trans. Neural Networks, 2006
Analysis of Biomedical Signals by the Lempel-Ziv Complexity: the Effect of Finite Data Size.
IEEE Trans. Biomed. Eng., 2006
From linear adaptive filtering to nonlinear information processing - The design and analysis of information processing systems.
IEEE Signal Process. Mag., 2006
IEEE Trans. Pattern Anal. Mach. Intell., 2006
The Cauchy-Schwarz divergence and Parzen windowing: Connections to graph theory and Mercer kernels.
J. Frankl. Inst., 2006
Neurocomputing, 2006
Int. J. Intell. Syst., 2006
Proceedings of the SBRN 2006, 2006
A low power battery management system for rechargeable wireless implantable electronics.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2006), 2006
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2006), 2006
Proceedings of the International Joint Conference on Neural Networks, 2006
Proceedings of the International Joint Conference on Neural Networks, 2006
Modeling of Synchronized Burst in Dissociated Cortical Tissue: An Exploration of Parameter Space.
Proceedings of the International Joint Conference on Neural Networks, 2006
Proceedings of the International Joint Conference on Neural Networks, 2006
Information Theoretic Angle-Based Spectral Clustering: A Theoretical Analysis and an Algorithm.
Proceedings of the International Joint Conference on Neural Networks, 2006
Proceedings of the International Joint Conference on Neural Networks, 2006
Proceedings of the International Joint Conference on Neural Networks, 2006
Proceedings of the Computational Science, 2006
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2006
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2006
Analysis of the Correlation between Local Field Potentials and Neuronal Firing Rate in the Motor Cortex.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
Visualization of the Short Term Maximum Lyapunov Exponent Topography in the Epileptic Brain.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
A Wireless Power Interface for Rechargeable Battery Operated Neural Recording Implants.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
On Spatio-Temporal Dependency Changes in Epileptic Intracranial EEG: A Statistical Assessment.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
2005
IEEE Trans. Signal Process., 2005
IEEE Trans. Signal Process., 2005
Linear-least-squares initialization of multilayer perceptrons through backpropagation of the desired response.
IEEE Trans. Neural Networks, 2005
Convolutive blind source separation by minimizing mutual information between segments of signals.
IEEE Trans. Circuits Syst. I Regul. Pap., 2005
Neural Networks, 2005
Fast error whitening algorithms for system identification and control with noisy data.
Neurocomputing, 2005
Simulation of Human Speech Production Applied to the Study and Synthesis of European Portuguese.
EURASIP J. Adv. Signal Process., 2005
Determining Patterns in Neural Activity for Reaching Movements Using Nonnegative Matrix Factorization.
EURASIP J. Adv. Signal Process., 2005
Information Theoretic Learning.
Proceedings of the Pattern Recognition in Information Systems, 2005
Separating Spatial and Temporal Activation Patterns in fMRI Using Competitive Subspace Projection.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005
Proceedings of the 13th European Signal Processing Conference, 2005
Optimizing the Cauchy-Schwarz PDF Distance for Information Theoretic, Non-parametric Clustering.
Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2005
Proceedings of the American Control Conference, 2005
2004
J. VLSI Signal Process., 2004
Lower and Upper Bounds for Misclassification Probability Based on Renyi's Information.
J. VLSI Signal Process., 2004
Adaptive blind deconvolution of linear channels using Renyi's entropy with Parzen window estimation.
IEEE Trans. Signal Process., 2004
IEEE Trans. Neural Networks, 2004
IEEE Trans. Neural Networks, 2004
IEEE Trans. Neural Networks, 2004
Advanced search algorithms for information-theoretic learning with kernel-based estimators.
IEEE Trans. Neural Networks, 2004
IEEE Trans. Biomed. Eng., 2004
Signal Process., 2004
Asymptotic SNR-performance of some image combination techniques for phased-array MRI.
Signal Process., 2004
Neural Comput., 2004
EURASIP J. Adv. Signal Process., 2004
The Laplacian PDF Distance: A Cost Function for Clustering in a Kernel Feature Space.
Proceedings of the Advances in Neural Information Processing Systems 17 [Neural Information Processing Systems, 2004
Logic computation using coupled neural oscillators.
Proceedings of the 2004 International Symposium on Circuits and Systems, 2004
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2004
On the Estimation of the Mixing Matrix for Underdetermined Blind Source Separation in an Arbitrary Number of Dimensions.
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2004
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2004
2003
Convergence properties and data efficiency of the minimum error entropy criterion in ADALINE training.
IEEE Trans. Signal Process., 2003
IEEE Signal Process. Lett., 2003
Neural Networks, 2003
Divide-and-conquer approach for brain machine interfaces: nonlinear mixture of competitive linear models.
Neural Networks, 2003
Proceedings of the NNSP 2003, 2003
Independent components analysis for fetal electrocardiogram extraction: a case for the data efficient Mermaid algorithm.
Proceedings of the NNSP 2003, 2003
Proceedings of the NNSP 2003, 2003
SOM-based similarity index measure: quantifying interactions between multivariate structures.
Proceedings of the NNSP 2003, 2003
Proceedings of the NNSP 2003, 2003
Proceedings of the NNSP 2003, 2003
Feasibility of Fixed-Point Transversal Adaptive Filters in FPGA Devices with Embedded DSP Blocks.
Proceedings of the 3rd IEEE International Workshop on System-on-Chip for Real-Time Applications (IWSOC'03), 30 June, 2003
Proceedings of the 2003 International Symposium on Circuits and Systems, 2003
Proceedings of the 2003 IEEE/RSJ International Conference on Intelligent Robots and Systems, Las Vegas, Nevada, USA, October 27, 2003
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003
Echo cancellation by global optimization of Kautz filters using an information theoretic criterion.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003
On the convergence of SIPEX: a simultaneous principal components extraction algorithm.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003
Proceedings of the Artificial Neural Networks and Neural Information Processing, 2003
Accelerating the convergence speed of neural networks learning methods using least squares.
Proceedings of the 11th European Symposium on Artificial Neural Networks, 2003
Proceedings of the 11th European Symposium on Artificial Neural Networks, 2003
Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2003
2002
J. VLSI Signal Process., 2002
IEEE Trans. Signal Process., 2002
An error-entropy minimization algorithm for supervised training of nonlinear adaptive systems.
IEEE Trans. Signal Process., 2002
IEEE Trans. Neural Networks, 2002
IEEE Trans. Neural Networks, 2002
Beyond second-order statistics for learning: A pairwise interaction model for entropy estimation.
Nat. Comput., 2002
Insights on the relationship between probability of misclassification and information transfer through classifiers.
Int. J. Comput. Syst. Signals, 2002
Simultaneous Principal-Component Extraction with Application to Adaptive Blind Multiuser Detection.
EURASIP J. Adv. Signal Process., 2002
Input-output mapping performance of linear and nonlinear models for estimating hand trajectories from cortical neuronal firing patterns.
Proceedings of the 12th IEEE Workshop on Neural Networks for Signal Processing, 2002
Efficient total least squares method for system modeling using minor component analysis.
Proceedings of the 12th IEEE Workshop on Neural Networks for Signal Processing, 2002
Modified Kalman filter based method for training state-recurrent multilayer perceptrons.
Proceedings of the 12th IEEE Workshop on Neural Networks for Signal Processing, 2002
Proceedings of the 12th IEEE Workshop on Neural Networks for Signal Processing, 2002
Proceedings of the 12th IEEE Workshop on Neural Networks for Signal Processing, 2002
Proceedings of the IEEE International Conference on Acoustics, 2002
Proceedings of the IEEE International Conference on Acoustics, 2002
Proceedings of the IEEE International Conference on Acoustics, 2002
Blind source separation of time-varying instantaneous mixtures using an on-line algorithm.
Proceedings of the IEEE International Conference on Acoustics, 2002
Simultaneous extraction of Principal Components using givens rotations and output variances.
Proceedings of the IEEE International Conference on Acoustics, 2002
Proceedings of the Artificial Neural Networks, 2002
Proceedings of the Artificial Neural Networks, 2002
Estimation of the mixing matrix for underdetermined blind source separation using spectral estimation techniques.
Proceedings of the 11th European Signal Processing Conference, 2002
Proceedings of the 11th European Signal Processing Conference, 2002
An efficient, robust, and fast converging principal components extraction algorithm: SIPEX-G.
Proceedings of the 11th European Signal Processing Conference, 2002
Proceedings of the 11th European Signal Processing Conference, 2002
Blind separation of uncorrelated sources via principal component analysis of observations for a symmetric mixing matrix.
Proceedings of the 11th European Signal Processing Conference, 2002
2001
IEEE Signal Process. Lett., 2001
Design and implementation of a biologically realistic olfactory cortex in analog VLSI.
Proc. IEEE, 2001
Proceedings of the Advances in Self-Organising Maps, 2001
Optimization in companion search spaces: the case of cross-entropy and the Levenberg-Marquardt algorithm.
Proceedings of the IEEE International Conference on Acoustics, 2001
2000
J. VLSI Signal Process., 2000
IEEE Trans. Biomed. Eng., 2000
Innovating adaptive and neural systems instruction with interactive electronic books.
Proc. IEEE, 2000
Proceedings of the IEEE International Symposium on Circuits and Systems, 2000
On the Use of Neural Networks in the Generalized Likelihood Ratio Test for Detecting Abrupt Changes in Signals.
Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000
Proceedings of the IEEE International Conference on Acoustics, 2000
On the relationship between the Karhunen-Loeve transform and the prolate spheroidal wave functions.
Proceedings of the IEEE International Conference on Acoustics, 2000
Proceedings of the IEEE International Conference on Acoustics, 2000
Proceedings of the IEEE International Conference on Acoustics, 2000
1999
IEEE Trans. Neural Networks, 1999
IEEE Trans. Neural Networks, 1999
Neural Networks, 1999
Proceedings of the Sixth European Conference on Speech Communication and Technology, 1999
Proceedings of the International Joint Conference Neural Networks, 1999
Loss function for blind source separation-minimum entropy criterion and its generalized anti-Hebbian rules.
Proceedings of the International Joint Conference Neural Networks, 1999
Proceedings of the International Joint Conference Neural Networks, 1999
Proceedings of the International Joint Conference Neural Networks, 1999
Proceedings of the 1999 IEEE International Conference on Acoustics, 1999
Proceedings of the 1999 IEEE International Conference on Acoustics, 1999
Proceedings of the 1999 IEEE International Conference on Acoustics, 1999
1998
IEEE Trans. Signal Process., 1998
IEEE Trans. Signal Process., 1998
IEEE Trans. Image Process., 1998
IEEE Signal Process. Mag., 1998
IEEE Signal Process. Lett., 1998
Local dynamic modeling with self-organizing maps and applications to nonlinear system identification and control.
Proc. IEEE, 1998
Proceedings of the Advances in Neural Information Processing Systems 11, [NIPS Conference, Denver, Colorado, USA, November 30, 1998
Detection of Fetal Heart Rate Accelerations and Decelerations Using Artificial Neural Networks.
Proceedings of the International ICSC / IFAC Symposium on Neural Computation (NC 1998), 1998
Proceedings of the 5th IEEE International Conference on Electronics, Circuits and Systems, 1998
Proceedings of the 5th IEEE International Conference on Electronics, Circuits and Systems, 1998
Proceedings of the 1998 IEEE International Conference on Acoustics, 1998
Proceedings of the 1998 IEEE International Conference on Acoustics, 1998
Proceedings of the 1998 IEEE International Conference on Acoustics, 1998
1997
IEEE Signal Process. Mag., 1997
Proceedings of the Fifth European Conference on Speech Communication and Technology, 1997
Proceedings of International Conference on Neural Networks (ICNN'97), 1997
Proceedings of International Conference on Neural Networks (ICNN'97), 1997
Proceedings of International Conference on Neural Networks (ICNN'97), 1997
Proceedings of International Conference on Neural Networks (ICNN'97), 1997
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997
1996
Crosscorrelation estimation using teacher forcing Hebbian learning and its application.
Proceedings of International Conference on Neural Networks (ICNN'96), 1996
Proceedings of International Conference on Neural Networks (ICNN'96), 1996
Proceedings of International Conference on Neural Networks (ICNN'96), 1996
Proceedings of International Conference on Neural Networks (ICNN'96), 1996
A neighborhood map of competing one step predictors for piecewise segmentation and identification of time series.
Proceedings of International Conference on Neural Networks (ICNN'96), 1996
Proceedings of International Conference on Neural Networks (ICNN'96), 1996
Proceedings of the 1996 IEEE International Conference on Acoustics, 1996
1995
IEEE Trans. Signal Process., 1995
Proceedings of the 1995 International Conference on Acoustics, 1995
Magnitude spectral estimation via Poisson moments with application to speech recognition.
Proceedings of the 1995 International Conference on Acoustics, 1995
1994
IEEE Trans. Neural Networks, 1994
Proceedings of the Advances in Neural Information Processing Systems 7, 1994
Proceedings of ICASSP '94: IEEE International Conference on Acoustics, 1994
Proceedings of ICASSP '94: IEEE International Conference on Acoustics, 1994
1993
IEEE Trans. Signal Process., 1993
Proceedings of the Advances in Neural Information Processing Systems 6, 1993
1992
Proceedings of the Advances in Neural Information Processing Systems 5, [NIPS Conference, Denver, Colorado, USA, November 30, 1992
Proceedings of the 1992 IEEE International Conference on Acoustics, 1992
1991
Proceedings of the Advances in Neural Information Processing Systems 4, 1991
A Simulated Annealing Like Convergence Theory for the Simple Genetic Algorithm.
Proceedings of the 4th International Conference on Genetic Algorithms, 1991
1990
Proceedings of the Advances in Neural Information Processing Systems 3, 1990
Neural network classification of event related potentials for the design of a new computer interface.
Proceedings of the IJCNN 1990, 1990
1989
Proceedings of the 13th Annual International Computer Software and Applications Conference, 1989