J.C.M. Bermudez

Universidade Federal de Santa Catarina — Brazil

Engineering · Physical Sciences

30h-index3.5kcitations260works1.12yr avg
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Research Topics

Advanced Adaptive Filtering Techniques(142), Blind Source Separation Techniques(91), Speech and Audio Processing(67), Image and Signal Denoising Methods(45), Control Systems and Identification(31)

Publications260 total

Impact of auditory attention decoding accuracy on noise reduction systems for hearing aids
Biomedical Signal Processing and Control·2025
On the variance of the LMS algorithm squared-error sample curve
Signal Processing·2025Open Access
Investigação do Desempenho de Modelos de Acompanhamento Neural em Aplicações de Auxílio Auditivo Neuroassistido
2025Open Access
On the Variance of the Lms Algorithm Squared-Error Sample Curve
SSRN Electronic Journal·2025Open Access
Stochastic Analysis of the Deficient Length and Insufficient Order Affine Projection Algorithm for Unity Step-Size
SSRN Electronic Journal·2025Open Access
A New Machine-Learning Methodology for Detection Of Epithelial Dysplasia in Oral Leukoplakia Lesions
SSRN Electronic Journal·2025· 1 citedOpen Access
Stochastic Analysis of the Deficient Length and Insufficient Order Affine Projection Algorithm for Unity Step-Size
SSRN Electronic Journal·2025Open Access
A linearly constrained framework for the analysis of the deficient length least-mean square algorithm
Digital Signal Processing·2024· 1 cited
Hierarchical homogeneity-based superpixel segmentation: application to hyperspectral image analysis
International Journal of Remote Sensing·2024· 2 citedOpen Access
Modified LMS and NLMS algorithms with non-negative weights
Signal Processing·2024· 2 cited
Analysis of a Diffusion LMS Algorithm with Probing Delays for Cyclostationary White Gaussian and Non-Gaussian Inputs
Signal Processing·2024· 8 cited
Modified Lms and Nlms Algorithms With Non-Negative Weights
SSRN Electronic Journal·2024Open Access
On the Variance of the Lms Algorithm Squared-Error Sample Curve
SSRN Electronic Journal·2024Open Access
A Generalized Multiscale Bundle-Based Hyperspectral Sparse Unmixing Algorithm
IEEE Geoscience and Remote Sensing Letters·2024· 5 citedOpen Access
A Linearly Constrained Framework for the Analysis of the Deficient Length Least-Mean Square Algorithm
SSRN Electronic Journal·2024Open Access
Impacto da Acurácia de Classificação de Métodos de Decodificação da Atenção Auditiva no Desempenho do Filtro de Wiener Multicanal
2024Open Access
Evaluation Metrics and Method for Planned Regulatory Inspection Targeting
IEEE Access·2024Open Access
On the variance of the Least Mean Square squared-error sample curve
arXiv (Cornell University)·2023Open Access
Analysis of the Least Mean Square algorithm with processing delays in the adaptive arm for Gaussian inputs for system identification
Signal Processing·2023· 6 cited
Uma Abordagem Multi-escala para Separação Espectral Esparsa e Estruturada em Imagens Hiperespectrais
2023Open Access
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Frequent Co-authors

N.J. Bershad(23), Cédric Richard(9), Ricardo Augusto Borsoi(7), Márcio Holsbach Costa(7), Eweda Eweda(5), Paul Honeiné(4), Orlando J. Tobias(4), Tales Imbiriba(4), Cédric Richard(4), Jean‐Yves Tourneret(3), Guilherme Holsbach Costa(3), Jie Chen(3), Rui Seara(3), Sérgio Almeida(2), P.I. Hubscher(2), Vítor H. Nascimento(2), Clémence Prévost(2), Konstantin Usevich(2), David Brie(2), Wei Gao(2)