Concepedia

Sumit Bam Shrestha

SB

16

Publications

963

Citations

13

H-Index

2014

Active since

Affiliations

Nanyang Technological University(Current)

Intel (United States)

Agency for Science, Technology and Research

National University of Singapore

University of Zurich

Sumit Bam Shrestha is an author at Nanyang Technological University specializing in engineering, computational neuroscience, and social sciences.

Top concepts

EngineeringComputational NeuroscienceNeuroscienceSocial SciencesComputer ScienceMachine LearningNeuromorphic EngineeringComputer EngineeringDeep LearningNeuromorphic Computing

Publications per year

2014–2024

16

Publications

16

SLAYER: Spike Layer Error Reassignment in Time

Sumit Bam Shrestha, Garrick Orchard · arXiv (Cornell University) · 2018 · 473 citations · Full text

Neurochip, Convolutional Neural Network, Spike Generation Function +15

Hand-Gesture Recognition Based on EMG and Event-Based Camera Sensor Fusion: A Benchmark in Neuromorphic Computing

Enea Ceolini, Charlotte Frenkel, Sumit Bam Shrestha et al. · Frontiers in Neuroscience · 2020 · 169 citations · Full text

Adaptive learning rate of SpikeProp based on weight convergence analysis

Sumit Bam Shrestha, Qing Song · Neural Networks · 2014 · 63 citations

Incremental Learning, Engineering, Machine Learning +9

Kernel online learning with adaptive kernel width

Haijin Fan, Qing Song, Sumit Bam Shrestha · Neurocomputing · 2015 · 34 citations

Kernel Online, Engineering, Machine Learning +5

Efficient Video and Audio Processing with Loihi 2

Sumit Bam Shrestha, Jonathan Timcheck, Paxon Frady et al. · 2024 · 32 citations

Engineering, Video Coding Format, Neurochip +18

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