Sumit Bam Shrestha
TitleCited byYear
Adaptive learning rate of spikeprop based on weight convergence analysis
SB Shrestha, Q Song
Neural Networks 63, 185-198, 2015
232015
Kernel online learning with adaptive kernel width
H Fan, Q Song, SB Shrestha
Neurocomputing 175, 233-242, 2016
162016
Online learning with kernel regularized least mean square algorithms
H Fan, Q Song, SB Shrestha
Knowledge-Based Systems 59, 21-32, 2014
132014
Slayer: Spike layer error reassignment in time
SB Shrestha, G Orchard
Advances in Neural Information Processing Systems, 1412-1421, 2018
82018
Robust learning in SpikeProp
SB Shrestha, Q Song
Neural Networks 86, 54-68, 2017
72017
Weight Convergence of SpikeProp and Adaptive Learning Rate
SB Shrestha, Q Song
Communication, Control, and Computing (Allerton), 2013 51st Annual Allerton …, 2013
62013
Robust spike-train learning in spike-event based weight update
SB Shrestha, Q Song
Neural Networks 96, 33-46, 2017
42017
Robustness to training disturbances in spikeprop learning
SB Shrestha, Q Song
IEEE transactions on neural networks and learning systems 29 (7), 3126-3139, 2017
22017
Event based weight update for learning infinite spike train
SB Shrestha, Q Song
2016 15th IEEE International Conference on Machine Learning and Applications …, 2016
22016
Adaptive delay learning in SpikeProp based on delay convergence analysis
SB Shrestha, Q Song
2016 International Joint Conference on Neural Networks (IJCNN), 277-284, 2016
22016
Supervised Learning in Multilayer Spiking Neural Network
SB Shrestha
Nanyang Technological University, 2017
12017
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Articles 1–11