Sumit Bam Shrestha
Sumit Bam Shrestha
Institute for Infocomm Research, Agency for Science Technology and Research, Singapore
Verified email at i2r.a-star.edu.sg
Title
Cited by
Cited by
Year
Slayer: Spike layer error reassignment in time
SB Shrestha, G Orchard
Advances in Neural Information Processing Systems, 1412-1421, 2018
972018
Adaptive learning rate of SpikeProp based on weight convergence analysis
SB Shrestha, Q Song
Neural Networks 63, 185-198, 2015
352015
Kernel online learning with adaptive kernel width
H Fan, Q Song, SB Shrestha
Neurocomputing 175, 233-242, 2016
232016
Online learning with kernel regularized least mean square algorithms
H Fan, Q Song, SB Shrestha
Knowledge-Based Systems 59, 21-32, 2014
162014
Robust learning in SpikeProp
SB Shrestha, Q Song
Neural Networks 86, 54-68, 2017
122017
Advances in Neural Information Processing Systems
SB Shrestha, G Orchard
92018
Robust spike-train learning in spike-event based weight update
SB Shrestha, Q Song
Neural Networks 96, 33-46, 2017
92017
Weight Convergence of SpikeProp and Adaptive Learning Rate
SB Shrestha, Q Song
Communication, Control, and Computing (Allerton), 2013 51st Annual Allerton …, 2013
82013
Robustness to training disturbances in spikeprop learning
SB Shrestha, Q Song
IEEE transactions on neural networks and learning systems 29 (7), 3126-3139, 2017
72017
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
42016
Event based weight update for learning infinite spike train
SB Shrestha, Q Song
2016 15th IEEE International Conference on Machine Learning and Applications …, 2016
32016
Hand-gesture recognition based on EMG and event-based camera sensor fusion: a benchmark in neuromorphic computing
E Ceolini, C Frenkel, SB Shrestha, G Taverni, L Khacef, M Payvand, ...
Frontiers in Neuroscience, 2020
12020
Event-Based Angular Velocity Regression with Spiking Networks
M Gehrig, SB Shrestha, D Mouritzen, D Scaramuzza
arXiv preprint arXiv:2003.02790, 2020
12020
On-chip Few-shot Learning with Surrogate Gradient Descent on a Neuromorphic Processor
K Stewart, G Orchard, SB Shrestha, E Neftci
2020 2nd IEEE International Conference on Artificial Intelligence Circuits …, 2020
12020
Supervised learning in multilayer spiking neural network
SB Shrestha
12017
Online Few-shot Gesture Learning on a Neuromorphic Processor
K Stewart, G Orchard, SB Shrestha, E Neftci
arXiv preprint arXiv:2008.01151, 2020
2020
Live Demonstration: On-chip Few-shot Learning with Surrogate Gradient Descent on a Neuromorphic Processor
K Stewart, G Orchard, SB Shrestha, E Neftci
2020 2nd IEEE International Conference on Artificial Intelligence Circuits …, 2020
2020
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