Michael T. Manry

Tushar Chugh

Proceedings of the 14th IEEE Annual Computing and Communication Workshop and Conference, 2024

2023

Optimizing Performance of Feedforward and Convolutional Neural Networks through Dynamic Activation Functions.

[BibT_eX]

[DOI]

Chinmay Rane

CoRR, 2023

Optimal Input Gain: All You Need to Supercharge a Feed-Forward Neural Network.

[BibT_eX]

[DOI]

CoRR, 2023

2021

Multistage Newton's Approach for Training Radial Basis Function Neural Networks.

[BibT_eX]

[DOI]

SN Comput. Sci., 2021

Balanced Gradient Training of Feed Forward Networks.

[BibT_eX]

[DOI]

Son Nguyen

Neural Process. Lett., 2021

2020

Second Order Training and Sizing for the Multilayer Perceptron.

[BibT_eX]

[DOI]

Neural Process. Lett., 2020

Efficient Machine Learning Approach for Optimizing the Timing Resolution of a High Purity Germanium Detector.

[BibT_eX]

[DOI]

Randall W. Gladen

Varghese A. Chirayath

Alexander J. Fairchild

Ali R. Koymen

Alex H. Weiss

CoRR, 2020

2019

Multi-step Training of a Generalized Linear Classifier.

[BibT_eX]

[DOI]

Neural Process. Lett., 2019

2017

Properties of a Batch Training Algorithm for Feedforward Networks.

[BibT_eX]

[DOI]

Melvin Deloyd Robinson

Neural Process. Lett., 2017

Second Order Training of a Smoothed Piecewise Linear Network.

[BibT_eX]

[DOI]

Rohit Rawat

Neural Process. Lett., 2017

Structural adaptation for sparsely connected MLP using Newton's method.

[BibT_eX]

[DOI]

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

2016

Partially affine invariant back propagation.

[BibT_eX]

[DOI]

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Second order design of multiclass kernel machines.

[BibT_eX]

[DOI]

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Discriminant vector tranformations in neural network classifiers.

[BibT_eX]

[DOI]

Soumitro Swapan Auddy

Son Nguyen

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

2015

Multiple optimal learning factors for the multi-layer perceptron.

[BibT_eX]

[DOI]

Praveen Jesudhas

Neurocomputing, 2015

2014

An efficient conjugate gradient based learning algorithm for multiple optimal learning factors of multilayer perceptron neural network.

[BibT_eX]

[DOI]

Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Optimal Conjugate Gradient Algorithm for Generalization of Linear Discriminant Analysis Based on L<sub>1</sub> Norm.

[BibT_eX]

[DOI]

Nojun Kwak

Proceedings of the ICPRAM 2014, 2014

Multi-variable Neural Network Forecasting Using Two Stage Feature Selection.

[BibT_eX]

[DOI]

Proceedings of the 13th International Conference on Machine Learning and Applications, 2014

2013

Partially affine invariant training using dense transform matrices.

[BibT_eX]

[DOI]

Melvin Deloyd Robinson

Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

Minimizing validation error with respect to network size and number of training epochs.

[BibT_eX]

[DOI]

Rohit Rawat

Jignesh K. Patel

Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

Neural decision directed segmentation of silicon defects.

[BibT_eX]

[DOI]

Aditi S. Godbole

Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

Two-Stage Second Order Training in Feedforward Neural Networks.

[BibT_eX]

[DOI]

Melvin Deloyd Robinson

Michael Thomas Manry

Proceedings of the Twenty-Sixth International Florida Artificial Intelligence Research Society Conference, 2013

2011

Analysis and improvement of multiple optimal learning factors for feed-forward networks.

[BibT_eX]

[DOI]

Proceedings of the 2011 International Joint Conference on Neural Networks, 2011

An optimal construction and training of second order RBF network for approximation and illumination invariant image segmentation.

[BibT_eX]

[DOI]

Xun Cai

Babu Hemanth Kumar Aswathappa

Proceedings of the 2011 International Joint Conference on Neural Networks, 2011

Optimal output gain algorithm for feed-forward network training.

[BibT_eX]

[DOI]

Rohit Rawat

Proceedings of the 2011 International Joint Conference on Neural Networks, 2011

Fuzzy C-means clustering based construction and training for second order RBF network.

[BibT_eX]

[DOI]

Xun Cai

Proceedings of the FUZZ-IEEE 2011, 2011

Training multilayer perceptron by using optimal input normalization.

[BibT_eX]

[DOI]

Xun Cai

Proceedings of the FUZZ-IEEE 2011, 2011

2009

Feed-forward network training using optimal input gains.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2009

2008

Upper bound on pattern storage in feedforward networks.

[BibT_eX]

[DOI]

Francisco Maldonado

Neurocomputing, 2008

An integrated growing-pruning method for feedforward network training.

[BibT_eX]

[DOI]

Neurocomputing, 2008

Small Models of Large Machines.

[BibT_eX]

[DOI]

Proceedings of the Twenty-First International Florida Artificial Intelligence Research Society Conference, 2008

2007

Convergent design of piecewise linear neural networks.

[BibT_eX]

[DOI]

Walter H. Delashmit

Neurocomputing, 2007

A Functional Link Network With Ordered Basis Functions.

[BibT_eX]

[DOI]

Saurabh Sureka

Proceedings of the International Joint Conference on Neural Networks, 2007

A Piecewise Linear Network Classifier.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2007

2006

Feature Selection Using a Piecewise Linear Network.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 2006

An efficient hidden layer training method for the multilayer perceptron.

[BibT_eX]

[DOI]

Neurocomputing, 2006

An Efficient Feature Selection Algorithm for Computer-aided Polyp Detection.

[BibT_eX]

[DOI]

Int. J. Artif. Intell. Tools, 2006

Fast Generation of a Sequence of Trained and Validated Feed-Forward Networks.

[BibT_eX]

[DOI]

Proceedings of the Nineteenth International Florida Artificial Intelligence Research Society Conference, 2006

A new method to detect obstructive sleep apnea using fuzzy classification of time-frequency plots of the heart rate variability.

[BibT_eX]

[DOI]

Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

2005

Effects Of Nonsingular Preprocessing On Feedforward Network Training.

[BibT_eX]

[DOI]

Int. J. Pattern Recognit. Artif. Intell., 2005

Prototype Classifier Design with Pruning.

[BibT_eX]

[DOI]

Int. J. Artif. Intell. Tools, 2005

Iterative Design of Neural Network Classifiers Through Regression.

[BibT_eX]

[DOI]

Int. J. Artif. Intell. Tools, 2005

Sensitivity of Nonlinear Network Training to Affine Transformed Inputs.

[BibT_eX]

[DOI]

Proceedings of the Eighteenth International Florida Artificial Intelligence Research Society Conference, 2005

Nonlinear Network Time-Series Forecasting Using Redundancy Reduction.

[BibT_eX]

[DOI]

Proceedings of the Eighteenth International Florida Artificial Intelligence Research Society Conference, 2005

2004

Co-channel interference suppression with model simplification in TDMA systems.

[BibT_eX]

[DOI]

Proceedings of the IEEE 15th International Symposium on Personal, 2004

Demodulation for wireless ATM network using modified SOM network.

[BibT_eX]

[DOI]

Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

A nonlinear filtering approach for demodulation over Rician flat fading channels.

[BibT_eX]

[DOI]

Proceedings of the Global Telecommunications Conference, 2004. GLOBECOM '04, Dallas, Texas, USA, 29 November, 2004

Hidden Layer Training via Hessian Matrix Information.

[BibT_eX]

[DOI]

Proceedings of the Seventeenth International Florida Artificial Intelligence Research Society Conference, 2004

Invariance of MLP Training to Input Feature De-correlation.

[BibT_eX]

[DOI]

Proceedings of the Seventeenth International Florida Artificial Intelligence Research Society Conference, 2004

Prototype Based Classifier Design with Pruning.

[BibT_eX]

[DOI]

Proceedings of the Seventeenth International Florida Artificial Intelligence Research Society Conference, 2004

Iterative Improvement of Neural Classifiers.

[BibT_eX]

[DOI]

Proceedings of the Seventeenth International Florida Artificial Intelligence Research Society Conference, 2004

2003

A semiblind demodulator aided by protocols for wireless ATM network.

[BibT_eX]

[DOI]

Proceedings of the IEEE 14th International Symposium on Personal, 2003

Adaptive channel equalization for satellite communications with multipath based on unsupervised learning algorithm.

[BibT_eX]

[DOI]

Proceedings of the IEEE 14th International Symposium on Personal, 2003

A Pseudogenetic Algorithm for MLP Design based upon the Schmidt Procedure.

[BibT_eX]

F. J. Maldonado

Proceedings of the IASTED International Conference on Neural Networks and Computational Intelligence, 2003

2000

LMS learning algorithms: misconceptions and new results on converence.

[BibT_eX]

[DOI]

Zi-Qin Wang

Jeffrey L. Schiano

IEEE Trans. Neural Networks Learn. Syst., 2000

Pruning of basis functions in nonlinear approximators.

[BibT_eX]

[DOI]

Hung-Han Chen

Neurocomputing, 2000

1999

A neural network training algorithm utilizing multiple sets of linear equations.

[BibT_eX]

[DOI]

Hung-Han Chen

Neurocomputing, 1999

Iterative Improvement of trigonometric networks.

[BibT_eX]

[DOI]

Iyab I. Sakhnini

Proceedings of the International Joint Conference Neural Networks, 1999

Convergent design of a piecewise linear neural network.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference Neural Networks, 1999

1998

Calculation of Cramer Rao maximum a posteriori lower bounds from training data.

[BibT_eX]

[DOI]

Cheng-Hsiung Hsieh

Ting-Cheng Chang

Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, 1998

1997

A robust statistical-based estimator for soil moisture retrieval from radar measurements.

[BibT_eX]

[DOI]

Michael S. Dawson

Adrian K. Fung

IEEE Trans. Geosci. Remote. Sens., 1997

1996

Minimum mean square estimation and neural networks.

[BibT_eX]

[DOI]

Steven J. Apollo

Qiang Yu

Neurocomputing, 1996

1995

Comparisons of a neural network and a nearest-neighbor classifier via the numeric handprint recognition problem.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 1995

Stochastic Cramer Rao bounds for non-Gaussian signals and parameters.

[BibT_eX]

[DOI]

Proceedings of the 1995 International Conference on Acoustics, 1995

1993

Classification-based segmentation of ZIP codes.

[BibT_eX]

[DOI]

Yousuf Saifullah

IEEE Trans. Syst. Man Cybern., 1993

Conventional modeling of the multilayer perceptron using polynomial basis functions.

[BibT_eX]

[DOI]

Mu-Song Chen

IEEE Trans. Neural Networks, 1993

Progressive image transmission.

[BibT_eX]

[DOI]

Wei Gong

K. R. Rao

IEEE Trans. Circuits Syst. Video Technol., 1993

1992

Automatic determination of reject thresholds in classifiers employing discriminant functions.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 1992

Recursive approximation of the energy spectral density.

[BibT_eX]

[DOI]

Lars A. Anderson

IEEE Trans. Signal Process., 1992

Neural subnet design by direct polynomial mapping.

[BibT_eX]

[DOI]

Kamyar Rohani

Mu-Song Chen

IEEE Trans. Neural Networks, 1992

Progressive image transmission using a self-supervised back-propagation neural network.

[BibT_eX]

[DOI]

Wei Gong

K. R. Rao

J. Electronic Imaging, 1992

Nonlinear neural network filters for image processing.

[BibT_eX]

[DOI]

Kamyar Rohani

Proceedings of the 1992 IEEE International Conference on Acoustics, 1992

1991

Iterative improvement of a nearest neighbor classifier.

[BibT_eX]

[DOI]

Neural Networks, 1991

1990

A frequency domain weighting function approach to extrapolation.

[BibT_eX]

[DOI]

Phillip J. Thompson

IEEE Trans. Acoust. Speech Signal Process., 1990

Iterative improvement of a Gaussian classifier.

[BibT_eX]

[DOI]

Neural Networks, 1990

Sigma-pi implementation of a Gaussian classifier.

[BibT_eX]

[DOI]

Hung-Chau Yau

Proceedings of the IJCNN 1990, 1990

Sigma-pi implementation of a nearest neighbor classifier.

[BibT_eX]

[DOI]

Proceedings of the IJCNN 1990, 1990

Backpropagation representation theorem using power series.

[BibT_eX]

[DOI]

Mu-Song Chen

Proceedings of the IJCNN 1990, 1990

1989

Phase improvement in IIR digital filters.

[BibT_eX]

[DOI]

Songqing Shi

IEEE Trans. Acoust. Speech Signal Process., 1989

A new signal averaging algorithm for discrete signals.

[BibT_eX]

[DOI]

Chun-Chau Lin

IEEE Trans. Acoust. Speech Signal Process., 1989

1988

Taylor series approximation of the energy spectral density.

[BibT_eX]

[DOI]

Rashid Zia Khan

Lars A. Anderson

IEEE Trans. Acoust. Speech Signal Process., 1988

An efficient, noise tolerant, linear extrapolator.

[BibT_eX]

[DOI]

Phillip J. Thompson

Proceedings of the IEEE International Conference on Acoustics, 1988

1987

Parameter estimation using the autocorrelation of the discrete Fourier transform.

[BibT_eX]

[DOI]

C. T. Huddleston

Proceedings of the IEEE International Conference on Acoustics, 1987

1986

Efficient calculation of signal and noise variances.

[BibT_eX]

[DOI]

H.-C. Lue

IEEE Trans. Acoust. Speech Signal Process., 1986

1984

Parameter estimation algorithms utilizing implicit phase.

[BibT_eX]

[DOI]