Jose C.M. Bermudez

Federal University of Santa Catarina (UFSC)

Campus Reitor João David Ferreira Lima

Bairro Trindade

FLORIANOPOLIS, Santa Catarina 88040

Brazil

SCHOLARLY PAPERS

6

DOWNLOADS

250

TOTAL CITATIONS

3

Scholarly Papers (6)

1.

Modified Lms and Nlms Algorithms With Non-Negative Weights

Number of pages: 21 Posted: 20 Feb 2024
Jose C.M. Bermudez and Neil J. Bershad
Federal University of Santa Catarina (UFSC) and affiliation not provided to SSRN
Downloads 99 (582,018)

Abstract:

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Adaptive filters, Analysis, LMS Algorithm, Stochastic algorithms

On the Variance of the Lms Algorithm Squared-Error Sample Curve

Number of pages: 15 Posted: 08 Mar 2024
Marcos Hideo Maruo and Jose C.M. Bermudez
Federal University of Santa Maria and Federal University of Santa Catarina (UFSC)
Downloads 36 (999,824)

Abstract:

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adaptive filtering, sample function, least mean-square (LMS) algorithm, real-time system

On the Variance of the Lms Algorithm Squared-Error Sample Curve

Number of pages: 28 Posted: 14 Apr 2025
Federal University of Santa Maria, affiliation not provided to SSRN and Federal University of Santa Catarina (UFSC)
Downloads 10 (1,323,711)

Abstract:

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Adaptive filtering, sample function, least mean-square (LMS) algorithm, real-time system

3.

A Linearly Constrained Framework for the Analysis of the Deficient Length Least-Mean Square Algorithm

Number of pages: 37 Posted: 11 May 2024
Marcos Hideo Maruo and Jose C.M. Bermudez
Federal University of Santa Maria and Federal University of Santa Catarina (UFSC)
Downloads 42 (916,646)

Abstract:

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Adaptive filtering, least mean-square (LMS) algorithm, deficient length, statistical analysis

4.

Analysis of the Lms Algorithm with Processing Delays in the Adaptive Arm for Gaussian Inputs for System

Number of pages: 14 Posted: 10 Aug 2023
Neil J. Bershad and Jose C.M. Bermudez
affiliation not provided to SSRN and Federal University of Santa Catarina (UFSC)
Downloads 30 (1,038,570)
Citation 3

Abstract:

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Adaptive filters, Analysis, LMS Algorithm, Stochastic algorithms

5.

A New Machine-Learning Methodology for Detection Of Epithelial Dysplasia in Oral Leukoplakia Lesions

Number of pages: 28 Posted: 09 Apr 2025
affiliation not provided to SSRN, Federal University of Santa Catarina (UFSC), affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 25 (1,096,882)

Abstract:

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Leukoplakia, Epithelial dysplasia, Nonlinear classifier, Histopathological images, Complementary patient data

6.

Stochastic Analysis of the Deficient Length and Insufficient Order Affine Projection Algorithm for Unity Step-Size

Number of pages: 42 Posted: 25 Mar 2025
Federal University of Santa Maria, affiliation not provided to SSRN and Federal University of Santa Catarina (UFSC)
Downloads 8 (1,292,087)

Abstract:

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adaptive filtering, deficient length adaptive filter, Affine projections algorithm (APA), statistical analysis