M. N. S. Swamy

Optimizing the Kernel in the Empirical Feature Space

Honglin Xiong, M. N. S. Swamy, M. Omair Ahmad · IEEE Transactions on Neural Networks · 2005 · 318 citations

Computing, Computer Science, Data Science +15

A constrained anti-Hebbian learning algorithm for total least-squares estimation with applications to adaptive FIR and IIR filtering

Keqin Gao, M. Omair Ahmad, M. N. S. Swamy · IEEE Transactions on Circuits and Systems II Analog and Digital Signal Processing · 1994 · 101 citations

Computing, Computer Engineering, Computer Science +15

Video Denoising Based on Inter-frame Statistical Modeling of Wavelet Coefficients

Sejuti Rahman, M. Omair Ahmad, M. N. S. Swamy · IEEE Transactions on Circuits and Systems for Video Technology · 2007 · 88 citations

Computing, Data Science, Computer Vision +16

A study of the residue-to-binary converters for the three-moduli sets

Wei Wang, M. N. S. Swamy, M.O. Ahmad et al. · IEEE Transactions on Circuits and Systems I Fundamental Theory and Applications · 2003 · 85 citations

Engineering, Computer Engineering, Computer Science +13

Perceptron: Learning, Generalization, Model Selection, Fault Tolerance, and Role in the Deep Learning Era

Ke-Lin Du, Chi-Sing Leung, Wai Ho Mow et al. · Mathematics · 2022 · 83 citations · Full text

Computing, Computer Science, Artificial Intelligence +12