Sumit Bam Shrestha
Sumit Bam Shrestha
Intel Labs, USA
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Cited by
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Slayer: Spike layer error reassignment in time
SB Shrestha, G Orchard
Advances in neural information processing systems 31, 2018
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
Adaptive learning rate of SpikeProp based on weight convergence analysis
SB Shrestha, Q Song
Neural Networks 63, 185-198, 2015
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
Kernel online learning with adaptive kernel width
H Fan, Q Song, SB Shrestha
Neurocomputing 175, 233-242, 2016
Efficient neuromorphic signal processing with loihi 2
G Orchard, EP Frady, DBD Rubin, S Sanborn, SB Shrestha, FT Sommer, ...
2021 IEEE Workshop on Signal Processing Systems (SiPS), 254-259, 2021
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
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
Advances in neural information processing systems
SB Shrestha, G Orchard, S Bengio, H Wallach, H Larochelle, K Grauman, ...
Curran, Red Hook, NY 31, 1412-1421, 2018
Robustness to training disturbances in SpikeProp learning
SB Shrestha, Q Song
IEEE transactions on neural networks and learning systems 29 (7), 3126-3139, 2017
Robust spike-train learning in spike-event based weight update
SB Shrestha, Q Song
Neural Networks 96, 33-46, 2017
Robust learning in SpikeProp
SB Shrestha, Q Song
Neural Networks 86, 54-68, 2017
Online learning with kernel regularized least mean square algorithms
H Fan, Q Song, SB Shrestha
Knowledge-Based Systems 59, 21-32, 2014
Weight Convergence of SpikeProp and Adaptive Learning Rate
SB Shrestha, Q Song
Communication, Control, and Computing (Allerton), 2013 51st Annual Allerton …, 2013
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
Tonic: event-based datasets and transformations
G Lenz, K Chaney, SB Shrestha, O Oubari, S Picaud, G Zarrella
Version 0.4. 0. Documentation available under 1090, 2021
Event based weight update for learning infinite spike train
SB Shrestha, Q Song
2016 15th IEEE International Conference on Machine Learning and Applications …, 2016
Supervised Learning in Multilayer Spiking Neural Network
SB Shrestha
Nanyang Technological University, 2017
Efficient Neuromorphic Signal Processing with Resonator Neurons
EP Frady, S Sanborn, SB Shrestha, DBD Rubin, G Orchard, FT Sommer, ...
Journal of Signal Processing Systems, 2022
Spikemax: Spike-based Loss Methods for Classification
SB Shrestha, L Zhu, P Sun
arXiv preprint arXiv:2205.09845, 2022
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