Neil J. Bershad

ORCID

Publication Activity (10 Years)

Years Active: 1964-2024
Publications (10 Years): 19

Top Venues

Signal Process.

IEEE Trans. Signal Process.

Digit. Signal Process.

CoRR

Publications

Neil J. Bershad, José C. M. Bermudez
Modified LMS and NLMS algorithms with non-negative weights. Signal Process. 223 (2024)
Neil J. Bershad, José C. M. Bermudez
Analysis of the Least Mean Square algorithm with processing delays in the adaptive arm for Gaussian inputs for system identification. Signal Process. 217 (2024)
Eweda Eweda, José Carlos M. Bermudez, Neil J. Bershad
Analysis of a Diffusion LMS Algorithm with Probing Delays for Cyclostationary White Gaussian and Non-Gaussian Inputs. Signal Process. 219 (2024)
Eweda Eweda, José Carlos M. Bermudez, Neil J. Bershad
Analysis of a Diffusion LMS Algorithm With Communication Delays for Cyclostationary White Gaussian Inputs. IEEE Trans. Signal Inf. Process. over Networks 8 (2022)
Neil J. Bershad, Eweda Eweda, José Carlos M. Bermudez
Stochastic analysis of the diffusion LMS algorithm for cyclostationary white Gaussian inputs. Signal Process. 185 (2021)
Eweda Eweda, Neil J. Bershad, José Carlos M. Bermudez
Stochastic Analysis of the Diffusion Least Mean Square and Normalized Least Mean Square Algorithms for Cyclostationary White Gaussian and Non-Gaussian Inputs. CoRR (2021)
Eweda Eweda, Neil J. Bershad, José C. M. Bermudez
Stochastic Analysis of the Recursive Least Squares Algorithm for Cyclostationary Colored Inputs. IEEE Trans. Signal Process. 68 (2020)
Neil J. Bershad, José C. M. Bermudez
A switched variable step size NLMS adaptive filter. Digit. Signal Process. 101 (2020)
Neil J. Bershad, Eweda Eweda, José C. M. Bermudez
Stochastic analysis of the LMS algorithm for cyclostationary colored Gaussian and non-Gaussian inputs. Digit. Signal Process. 88 (2019)
José C. M. Bermudez, Neil J. Bershad, Eweda Eweda
Stochastic analysis of the LMS algorithm for cyclostationary colored Gaussian inputs. Signal Process. 160 (2019)
Neil J. Bershad, Eweda Eweda, José C. M. Bermudez
Stochastic analysis of soft limiters in the LMS algorithm for stationary white Gaussian inputs - A unified theory. Signal Process. 142 (2018)
Neil J. Bershad, Eweda Eweda, José C. M. Bermudez
Performance of soft limiters in the LMS algorithm for cyclostationary white Gaussian inputs. Signal Process. 152 (2018)
Tales Imbiriba, José Carlos M. Bermudez, Jean-Yves Tourneret, Neil J. Bershad
A New Decision-Theory-Based Framework for Echo Canceler Control. IEEE Trans. Signal Process. 66 (16) (2018)
Eweda Eweda, Neil J. Bershad, José Carlos M. Bermudez
Stochastic Analysis of the LMS and NLMS Algorithms for Cyclostationary White Gaussian and Non-Gaussian Inputs. IEEE Trans. Signal Process. 66 (18) (2018)
Eweda Eweda, Neil J. Bershad
Stochastic Analysis of the Signed LMS Algorithms for Cyclostationary White Gaussian Inputs. IEEE Trans. Signal Process. 65 (7) (2017)
Neil J. Bershad, Fuxi Wen, Hing-Cheung So
Comments on "Fractional LMS algorithm". Signal Process. 133 (2017)
Tales Imbiriba, José Carlos M. Bermudez, Jean-Yves Tourneret, Neil J. Bershad
Technical Report: A New Decision-Theory-Based Framework for Echo Canceler Control. CoRR (2017)
Neil J. Bershad, José C. M. Bermudez
Stochastic analysis of the Least Mean Kurtosis algorithm for Gaussian inputs. Digit. Signal Process. 54 (2016)
Neil J. Bershad, Eweda Eweda, José Carlos M. Bermudez
Stochastic Analysis of an Adaptive Line Enhancer/Canceler With a Cyclostationary Input. IEEE Trans. Signal Process. 64 (1) (2016)
Neil J. Bershad, Eweda Eweda, José Carlos M. Bermudez
Stochastic Analysis of the LMS and NLMS Algorithms for Cyclostationary White Gaussian Inputs. IEEE Trans. Signal Process. 62 (9) (2014)
Eweda Eweda, Neil J. Bershad, José Carlos M. Bermudez
Stochastic analysis of the least mean fourth algorithm for non-stationary white Gaussian inputs. Signal Image Video Process. 8 (1) (2014)
Eweda Eweda, Neil J. Bershad
Stochastic Analysis of a Stable Normalized Least Mean Fourth Algorithm for Adaptive Noise Canceling With a White Gaussian Reference. IEEE Trans. Signal Process. 60 (12) (2012)
Celso H. H. Ribas, José Carlos M. Bermudez, Neil J. Bershad
Identification of sparse impulse responses - design and implementation using the partial Haar block wavelet transform. Digit. Signal Process. 22 (6) (2012)
Neil J. Bershad, José Carlos M. Bermudez
Mean-square stability of the Normalized Least-Mean Fourth algorithm for white Gaussian inputs. Digit. Signal Process. 21 (6) (2011)
José Carlos M. Bermudez, Neil J. Bershad, Jean-Yves Tourneret
Stochastic analysis of an error power ratio scheme applied to the affine combination of two LMS adaptive filters. Signal Process. 91 (11) (2011)
Sérgio J. M. de Almeida, José Carlos M. Bermudez, Neil J. Bershad
A Stochastic Model for a Pseudo Affine Projection Algorithm. IEEE Trans. Signal Process. 57 (1) (2009)
Neil J. Bershad
Comments on "A Recursive Least M-Estimate Algorithm for Robust Adaptive Filtering in Impulsive Noise: Fast Algorithm and Convergence Performance Analysis". IEEE Trans. Signal Process. 57 (1) (2009)
Jean-Yves Tourneret, Neil J. Bershad, José Carlos M. Bermudez
Echo Cancellation - The Generalized Likelihood Ratio Test For Double-Talk Versus Channel Change. IEEE Trans. Signal Process. 57 (3) (2009)
Neil J. Bershad
On error-saturation nonlinearities in NLMS adaptation. IEEE Trans. Signal Process. 57 (10) (2009)
Neil J. Bershad, José Carlos M. Bermudez, Jean-Yves Tourneret
On performance bounds for an affine combination of two LMS adaptive filters. ICASSP (2008)
Neil J. Bershad, José Carlos M. Bermudez, Jean-Yves Tourneret
An Affine Combination of Two LMS Adaptive Filters - Transient Mean-Square Analysis. IEEE Trans. Signal Process. 56 (5) (2008)
Neil J. Bershad, José Carlos M. Bermudez, Jean-Yves Tourneret
Stochastic Analysis of the LMS Algorithm for System Identification With Subspace Inputs. IEEE Trans. Signal Process. 56 (3) (2008)
Celso H. H. Ribas, José Carlos M. Bermudez, Neil J. Bershad
Low-complexity robust sparse channel identification using partial block wavelet transforms-analysis and implementation. ICASSP (2008)
Neil J. Bershad
On Error Saturation Nonlinearities for LMS Adaptation in Impulsive Noise. IEEE Trans. Signal Process. 56 (9) (2008)
José Carlos M. Bermudez, Neil J. Bershad, Jean-Yves Tourneret
An affine combination of two NLMS adaptive filters - Transient mean-square analysis. ACSCC (2008)
Neil J. Bershad, José Carlos M. Bermudez, Jean-Yves Tourneret
Analysis of LMS Algorithm Behavior with Subspace Inputs. ICASSP (3) (2007)
Neil J. Bershad, Jean-Yves Tourneret
Echo Cancellation - A Likelihood Ratio Test for Double-Talk Versus Channel Change. IEEE Trans. Signal Process. 54 (12) (2006)
Neil J. Bershad, Jean-Yves Tourneret
Echo Cancellation - A Likelihood Ration Test for Double-Talk vs. Channel Change. ICASSP (3) (2006)
Neil J. Bershad, Anurag Bist
Fast coupled adaptation for sparse impulse responses using a partial haar transform. IEEE Trans. Signal Process. 53 (3) (2005)
Sérgio J. M. de Almeida, José Carlos M. Bermudez, Neil J. Bershad, Márcio Holsbach Costa
A statistical analysis of the affine projection algorithm for unity step size and autoregressive inputs. IEEE Trans. Circuits Syst. I Regul. Pap. (7) (2005)
Neil J. Bershad, Anurag Bist
Fast coupled adaptation for sparse channels using a partial Haar transform. ICASSP (2) (2004)
Sérgio J. M. de Almeida, José Carlos M. Bermudez, Neil J. Bershad
A stochastic model for the affine projection algorithm operating in a nonstationary environment. ICASSP (2) (2004)
Sérgio J. M. de Almeida, José Carlos M. Bermudez, Neil J. Bershad, Márcio H. Costa
A stochastic model for the convergence behavior of the affine projection algorithm for Gaussian inputs. ICASSP (6) (2003)
Márcio Holsbach Costa, José Carlos M. Bermudez, Neil J. Bershad
Stochastic analysis of the filtered-X LMS algorithm in systems with nonlinear secondary paths. IEEE Trans. Signal Process. 50 (6) (2002)
Patrick Celka, Neil J. Bershad, Jean-Marc Vesin
Stochastic gradient identification of polynomial Wiener systems: analysis and application. IEEE Trans. Signal Process. 49 (2) (2001)
B. S. Nollett, Neil J. Bershad
Errata to "stochastic analysis of adaptive gradient identification of Wiener-Hammerstein systems for gaussian inputs". IEEE Trans. Signal Process. 49 (9) (2001)
Márcio Holsbach Costa, José Carlos M. Bermudez, Neil J. Bershad
Stochastic analysis of the LMS algorithm with a saturation nonlinearity following the adaptive filter output. IEEE Trans. Signal Process. 49 (7) (2001)
Neil J. Bershad, Patrick Celka, Steve McLaughlin
Analysis of stochastic gradient identification of Wiener-Hammerstein systems for nonlinearities with Hermite polynomial expansions. IEEE Trans. Signal Process. 49 (5) (2001)
Neil J. Bershad, Darel A. Linebarger, Steve McLaughlin
A stochastic analysis of the affine projection algorithm for Gaussian autoregressive inputs. ICASSP (2001)
Orlando José Tobias, José Carlos M. Bermudez, Neil J. Bershad
Stochastic analysis of the delayed LMS algorithm for a new model. ICASSP (2000)
Márcio H. Costa, José C. M. Bermudez, Neil J. Bershad
Nonlinear secondary-path effects on the transient behavior of the multiple-error FXLMS algorithm. ISCAS (2000)
Patrick Celka, Neil J. Bershad, Jean-Marc Vesin
Fluctuation analysis of stochastic gradient identification of polynomial Wiener systems. IEEE Trans. Signal Process. 48 (6) (2000)
Márcio H. Costa, José C. M. Bermudez, Neil J. Bershad
The performance surface in nonlinear mean square estimation: application to the active noise control problem. ICASSP (2000)
Orlando José Tobias, José Carlos M. Bermudez, Neil J. Bershad
Mean weight behavior of the filtered-X LMS algorithm. IEEE Trans. Signal Process. 48 (4) (2000)
Neil J. Bershad, Patrick Celka, Jean-Marc Vesin
Analysis of stochastic gradient tracking of time-varying polynomial Wiener systems. IEEE Trans. Signal Process. 48 (6) (2000)
Neil J. Bershad, Steven Bouchired, Francis Castanie
Stochastic analysis of adaptive gradient identification of Wiener-Hammerstein systems for Gaussian inputs. IEEE Trans. Signal Process. 48 (2) (2000)
Orlando José Tobias, José C. M. Bermudez, Neil J. Bershad, Rui Seara
Second moment analysis of the filtered-X LMS algorithm. ICASSP (1999)
Márcio Holsbach Costa, José Carlos M. Bermudez, Neil J. Bershad
Statistical analysis of the FXLMS algorithm with a nonlinearity in the secondary-path. ISCAS (3) (1999)
Neil J. Bershad, Mohamed Ibnkahla, Gert Blauwens, Jan Cools, Antoine Soubrane, Nicholas Ponson
Fluctuation analysis of a two-layer backpropagation algorithm used for modeling nonlinear memoryless channels. IEEE Trans. Signal Process. 47 (5) (1999)
Márcio H. Costa, José C. M. Bermudez, Neil J. Bershad
Statistical analysis of the LMS algorithm with a zero-memory nonlinearity after the adaptive filter. ICASSP (1999)
Patrick Celka, Neil J. Bershad, Jean-Marc Vesin
Analysis of stochastic gradient identification of polynomial nonlinear systems with memory. ICASSP (1999)
Neil J. Bershad, Patrick Celka, Jean-Marc Vesin
Stochastic analysis of gradient adaptive identification of nonlinear systems with memory for Gaussian data and noisy input and output measurements. IEEE Trans. Signal Process. 47 (3) (1999)
Patrick Celka, Neil J. Bershad, Jean-Marc Vesin
Analysis of stochastic gradient identification of Hermite polynomial systems with memory. ISSPA (1999)
Neil J. Bershad, José Carlos M. Bermudez
Sinusoidal interference rejection analysis of an LMS adaptive feedforward controller with a noisy periodic reference. IEEE Trans. Signal Process. 46 (5) (1998)
Michael Rakijas, Neil J. Bershad
Log adaptive filters. Structures and analysis for the scalar case. ICASSP (1998)
Orlando José Tobias, José C. M. Bermudez, Neil J. Bershad, Rui Seara
Mean weight behavior of the Filtered-X LMS algorithm. ICASSP (1998)
Mohamed Ibnkahla, Neil J. Bershad, Jacques Sombrin, Francis Castanie
Neural network modeling and identification of nonlinear channels with memory: algorithms, applications, and analytic models. IEEE Trans. Signal Process. 46 (5) (1998)
Neil J. Bershad, Patrick Celka, Jean-Marc Vesin
Stochastic analysis of gradient adaptive identification of nonlinear systems with memory. ICASSP (1998)
Mounir Ghogho, Mohamed Ibnkahla, Neil J. Bershad
Analytic behavior of the LMS adaptive line enhancer for sinusoids corrupted by multiplicative and additive noise. IEEE Trans. Signal Process. 46 (9) (1998)
Isaac Engel, Neil J. Bershad
Statistical convergence analysis of Rosenblatt's perceptron algorithm as a DS-spread spectrum detector. IEEE Trans. Signal Process. 45 (11) (1997)
M. Ibukahla, Jacques Sombrin, Francis Castanie, Neil J. Bershad
Neural networks for modeling nonlinear memoryless communication channels. IEEE Trans. Commun. 45 (7) (1997)
Neil J. Bershad, Mohamed Ibnkahla, Francis Castanie
Statistical analysis of a two-layer backpropagation algorithm used for modeling nonlinear memoryless channels: the single neuron case. IEEE Trans. Signal Process. 45 (3) (1997)
Neil J. Bershad, José Carlos M. Bermudez
New insights on the transient and steady-state behavior of the quantized LMS algorithm. IEEE Trans. Signal Process. 44 (10) (1996)
Neil J. Bershad, John J. Shynk
Statistical analysis of the single-layer backpropagation algorithm with bias terms: mean weight behavior. ICASSP (1996)
Neil J. Bershad, José Carlos M. Bermudez
Analysis of an LMS adaptive feedforward controller for periodic disturbance rejection: Non-wiener solutions for the LMS algorithm with a noisy reference-revisited. EUSIPCO (1996)
Neil J. Bershad, José Carlos M. Bermudez
A nonlinear analytical model for the quantized LMS algorithm-the power-of-two step size case. IEEE Trans. Signal Process. 44 (11) (1996)
José Carlos M. Bermudez, Neil J. Bershad
A nonlinear analytical model for the quantized LMS algorithm-the arbitrary step size case. IEEE Trans. Signal Process. 44 (5) (1996)
Neil J. Bershad, Nicolas Cubaud, John J. Shynk
Stochastic convergence analysis of the single-layer backpropagation algorithm for noisy input data. IEEE Trans. Signal Process. 44 (5) (1996)
José Carlos M. Bermudez, Neil J. Bershad
Transient and tracking performance analysis of the quantized LMS algorithm for time-varying system identification. IEEE Trans. Signal Process. 44 (8) (1996)
Suhas N. Diggavi, John J. Shynk, Neil J. Bershad
Convergence models for Rosenblatt's perceptron learning algorithm. IEEE Trans. Signal Process. 43 (7) (1995)
Hiroshi Ochi, Neil J. Bershad
A New Frequency-Domain LMS Adaptive Filter with Reduced-Sized FFT's. ISCAS (1995)
Neil J. Bershad, Paul L. Feintuch
Non-Wiener solutions for the LMS algorithm-a time domain approach. IEEE Trans. Signal Process. 43 (5) (1995)
Neil J. Bershad, John J. Shynk, Jeffrey L. Vaughn, Colin F. N. Cowan
Stochastic convergence analysis of a partially adaptive two-layer perceptron using a system identification model. Signal Process. 43 (3) (1995)
José Carlos M. Bermudez, Neil J. Bershad
A nonlinear analytical model for quantization effects in the LMS algorithm with power-of-two step size. ICASSP (1995)
Jeffrey L. Vaughn, Neil J. Bershad
Stochastic convergence analysis of a two-layer perceptron for a system identification model. ICASSP (1995)
Neil J. Bershad, Nicolas Cubaud, John J. Shynk
Statistical analysis of the single-layer backpropagation algorithm for noisy training data. ICASSP (1995)
Neil J. Bershad, John J. Shynk
Performance analysis of a converged single-layer perceptron for nonseparable data models with bias terms. IEEE Trans. Signal Process. 42 (1) (1994)
Mamadou Mboup, Madeleine Bonnet, Neil J. Bershad
LMS coupled adaptive prediction and system identification: a statistical model and transient mean analysis. IEEE Trans. Signal Process. 42 (10) (1994)
Isaac Engel, Neil J. Bershad
A transient learning comparison of Rosenblatt, backpropagation, and LMS algorithms for a single-layer perceptron for system identification. IEEE Trans. Signal Process. 42 (5) (1994)
John J. Shynk, Neil J. Bershad
Stationary points of a single-layer perceptron for nonseparable data models. Neural Networks 6 (2) (1993)
Neil J. Bershad, John J. Shynk, Paul L. Feintuch
Statistical analysis of the single-layer backpropagation algorithm. II. MSE and classification performance. IEEE Trans. Signal Process. 41 (2) (1993)
Neil J. Bershad, John J. Shynk, Paul L. Feintuch
Statistical analysis of the single-layer backpropagation algorithm. I. mean weight behavior. IEEE Trans. Signal Process. 41 (2) (1993)
Paul L. Feintuch, Neil J. Bershad, Allen K. Lo
A frequency domain model for 'filtered' LMS algorithms-stability analysis, design, and elimination of the training mode. IEEE Trans. Signal Process. 41 (4) (1993)
Mamadou Mboup, Madeleine Bonnet, Neil J. Bershad
Coupled adaptive prediction and system identification: a statistical model and transient analysis. ICASSP (1992)
Neil J. Bershad, John J. Shynk
Performance analysis of a single-layer perceptron for a nonseparable data model. ICASSP (1992)
Neil J. Bershad, Odile M. Macchi
Adaptive recovery of a chirped sinusoid in noise. II. Performance of the LMS algorithm. IEEE Trans. Signal Process. 39 (3) (1991)
Odile M. Macchi, Neil J. Bershad
Adaptive recovery of a chirped sinusoid in noise. I. Performance of the RLS algorithm. IEEE Trans. Signal Process. 39 (3) (1991)
Yuh-Huu Chang, Ching-Kae Tzou, Neil J. Bershad
Postsmoothing for the LMS algorithm and a fixed point roundoff error analysis. IEEE Trans. Signal Process. 39 (4) (1991)
Neil J. Bershad, John J. Shynk, Paul L. Feintuch
Statistical analysis of the single-layer backpropagation algorithm. ICASSP (1991)
Neil J. Bershad
On weight update saturation nonlinearities in LMS adaptation. IEEE Trans. Acoust. Speech Signal Process. 38 (4) (1990)

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Publication Activity (10 Years)

Top Topics

Top Venues

Neil J. Bershad