Sumit Bam Shrestha - Publications, H-index & Citations

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Sumit Bam Shrestha

agency for science technology & research (a*star)

14H-index

40Paper Count

1.1KCitation Count

Published Papers 8

Publication Date

The Intel neuromorphic DNS challenge

NEUROMORPHIC COMPUTING AND ENGINEERING

IF6.1

2023-08-10

OAAI

Timcheck, Jonathan; Shrestha, Sumit Bam; Ben Dayan Rubin, Daniel; Kupryjanow, Adam; Orchard, Garrick; Pindor, Lukasz; Shea, Timothy; Davies, Mike

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Online Few-Shot Gesture Learning on a Neuromorphic Processor

IEEE JOURNAL ON EMERGING AND SELECTED TOPICS IN CIRCUITS AND SYSTEMS

IF3.8

2020-12-01

OAAI

Stewart, Kenneth; Orchard, Garrick; Shrestha, Sumit Bam; Neftci, Emre

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

FRONTIERS IN NEUROSCIENCE

IF3.2

2020-08-05

115

OAAI

Ceolini, Enea; Frenkel, Charlotte; Shrestha, Sumit Bam; Taverni, Gemma; Khacef, Lyes; Payvand, Melika; Donati, Elisa

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Robustness to Training Disturbances in SpikeProp Learning

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2018-07-01

PREAI

Shrestha, Sumit Bam; Song, Qing

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Robust spike-train learning in spike-event based weight update

NEURAL NETWORKS

IF6.3

2017-12-01

PREAI

Shrestha, Sumit Bam; Song, Qing

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Kernel online learning with adaptive kernel width

NEUROCOMPUTING

IF6.5

2016-01-01

PREAI

Fan, Haijin; Song, Qing; Shrestha, Sumit B.

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Adaptive learning rate of SpikeProp based on weight convergence analysis

NEURAL NETWORKS

IF6.3

2015-03-01

PREAI

Shrestha, Sumit Bam; Song, Qing

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Online learning with kernel regularized least mean square algorithms

KNOWLEDGE-BASED SYSTEMS

IF7.6

2014-03-01

PREAI

Fan, Haijin; Song, Qing; Shrestha, Sumit Bam

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Research Directions