Jaswinder Singh
Jaswinder Singh
Signal Processing Laboratory, Griffith University
Verified email at griffithuni.edu.au
Title
Cited by
Cited by
Year
RNA secondary structure prediction using an ensemble of two-dimensional deep neural networks and transfer learning
J Singh, J Hanson, K Paliwal, Y Zhou
Nature communications 10 (1), 1-13, 2019
692019
Single‐sequence‐based prediction of protein secondary structures and solvent accessibility by deep whole‐sequence learning
R Heffernan, K Paliwal, J Lyons, J Singh, Y Yang, Y Zhou
Journal of computational chemistry 39 (26), 2210-2216, 2018
472018
Detecting proline and non-proline cis isomers in protein structures from sequences using deep residual ensemble learning
J Singh, J Hanson, R Heffernan, K Paliwal, Y Yang, Y Zhou
Journal of chemical information and modeling 58 (9), 2033-2042, 2018
122018
Single-sequence and profile-based prediction of RNA solvent accessibility using dilated convolutional neural network
AK Hanumanthappa, J Singh, K Paliwal, J Singh, Y Zhou
Bioinformatics 36 (21), 5169-5176, 2020
62020
Improved RNA secondary structure and tertiary base-pairing prediction using evolutionary profile, mutational coupling and two-dimensional transfer learning
J Singh, K Paliwal, T Zhang, J Singh, T Litfin, Y Zhou
Bioinformatics 37, 2021
32021
RNA backbone torsion and pseudotorsion angle prediction using dilated convolutional neural networks
J Singh, K Paliwal, J Singh, Y Zhou
Journal of Chemical Information and Modeling, 2021
12021
RNAcmap: a fully automatic pipeline for predicting contact maps of RNAs by evolutionary coupling analysis
T Zhang, J Singh, T Litfin, J Zhan, K Paliwal, Y Zhou
Bioinformatics, 2021
12021
SPOT-1D-Single: improving the single-sequence-based prediction of protein secondary structure, backbone angles, solvent accessibility and half-sphere exposures using a large …
J Singh, T Litfin, K Paliwal, J Singh, AK Hanumanthappa, Y Zhou
Bioinformatics 1, 9, 2021
12021
RNAcmap: a fully automatic method for predicting contact maps of RNAs by evolutionary coupling analysis
T Zhang, J Singh, T Litfin, J Zhan, K Paliwal, Y Zhou
bioRxiv, 2020
12020
Detection of Cis-Trans Conformation in Protein Structure using Deep Learning Neural Network Techniques
J Singh
Griffith University, Brisbane, Australia, 2019
12019
The effect of thin insulating layers on surface fields from a 433MHz transmitter inside the human body
J Singh, HG Espinosa, DV Thiel
2018 Australian Microwave Symposium (AMS), 53-54, 2018
12018
SPOT-Contact-Single: Improving Single-Sequence-Based Prediction of Protein Contact Map using a Transformer Language Model, Large Training Set and Ensembled Deep Learning
J Singh, T Litfin, J Singh, K Paliwal, Y Zhou
bioRxiv, 2021
2021
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Articles 1–12