Kuldip K. Paliwal

Bidirectional recurrent neural networks

Mike Schuster, Kuldip K. Paliwal · IEEE Transactions on Signal Processing · 1997 · 10K citations

Computing, Computer Science, Computational Linguistics +12

RNA secondary structure prediction using an ensemble of two-dimensional deep neural networks and transfer learning

Jaswinder Singh, Jack Hanson, Kuldip K. Paliwal et al. · Nature Communications · 2019 · 453 citations · Full text

Life Sciences, Bioinformatics, Molecular Biology +15

The importance of phase in speech enhancement

Kuldip K. Paliwal, Kamil Wójcicki, Benjamin J. Shannon · Speech Communication · 2010 · 410 citations

Health Professions, Speech-language Pathology, Acoustics +11

Capturing non-local interactions by long short-term memory bidirectional recurrent neural networks for improving prediction of protein secondary structure, backbone angles, contact numbers and solvent accessibility

Rhys Heffernan, Yuedong Yang, Kuldip K. Paliwal et al. · Bioinformatics · 2017 · 390 citations · Full text

Life Sciences, Bioinformatics, Molecular Biology +13

Improving prediction of secondary structure, local backbone angles and solvent accessible surface area of proteins by iterative deep learning

Rhys Heffernan, Kuldip K. Paliwal, James Lyons et al. · Scientific Reports · 2015 · 365 citations · Full text

Life Sciences, Bioinformatics, Biophysics +13