Michael T. Manry

Chinmay Rane

Ketaki Vaidya

Jeshwanth Challagundla

Soumitro Swapan Auddy

CoRR, 2024

Multiple Gain Adaptations for Improved Neural Networks Training.

[BibT_eX]

[DOI]

Jeshwanth Challagundla

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]

Hsien-Chiang Lue

IEEE Trans. Acoust. Speech Signal Process., 1986

1984

Parameter estimation algorithms utilizing implicit phase.

[BibT_eX]

[DOI]