Sumit Bam Shrestha
Sumit Bam Shrestha
Intel Labs, USA
Verified email at intel.com
Title
Cited by
Cited by
Year
Slayer: Spike layer error reassignment in time
SB Shrestha, G Orchard
arXiv preprint arXiv:1810.08646, 2018
2382018
Adaptive learning rate of SpikeProp based on weight convergence analysis
SB Shrestha, Q Song
Neural Networks 63, 185-198, 2015
432015
Kernel online learning with adaptive kernel width
H Fan, Q Song, SB Shrestha
Neurocomputing 175, 233-242, 2016
302016
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 14, 637, 2020
182020
Advances in neural information processing systems
SB Shrestha, G Orchard, S Bengio, H Wallach, H Larochelle, K Grauman, ...
Curran, Red Hook, NY 31, 1419-1428, 2018
172018
Robust learning in SpikeProp
SB Shrestha, Q Song
Neural Networks 86, 54-68, 2017
152017
Online learning with kernel regularized least mean square algorithms
H Fan, Q Song, SB Shrestha
Knowledge-Based Systems 59, 21-32, 2014
152014
Robust spike-train learning in spike-event based weight update
SB Shrestha, Q Song
Neural Networks 96, 33-46, 2017
132017
Robustness to training disturbances in spikeprop learning
SB Shrestha, Q Song
IEEE transactions on neural networks and learning systems 29 (7), 3126-3139, 2017
122017
Event-based angular velocity regression with spiking networks
M Gehrig, SB Shrestha, D Mouritzen, D Scaramuzza
2020 IEEE International Conference on Robotics and Automation (ICRA), 4195-4202, 2020
112020
Weight Convergence of SpikeProp and Adaptive Learning Rate
SB Shrestha, Q Song
Communication, Control, and Computing (Allerton), 2013 51st Annual Allerton …, 2013
102013
Online few-shot gesture learning on a neuromorphic processor
K Stewart, G Orchard, SB Shrestha, E Neftci
IEEE Journal on Emerging and Selected Topics in Circuits and Systems 10 (4 …, 2020
92020
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
92020
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
72016
Event based weight update for learning infinite spike train
SB Shrestha, Q Song
2016 15th IEEE International Conference on Machine Learning and Applications …, 2016
52016
Supervised Learning in Multilayer Spiking Neural Network
SB Shrestha
Nanyang Technological University, 2017
22017
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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