Concepedia

Souvik Kundu

SK

35

Publications

1.3K

Citations

22

H-Index

1994

Active since

Affiliations

University of Southern California(Current)

Indian Statistical Institute

Jadavpur University

National University of Singapore

Intel (United States)

Souvik Kundu is an author at University of Southern California specializing in engineering, computer science, and machine learning.

Top concepts

EngineeringComputer ScienceMachine LearningDeep LearningComputer EngineeringData ScienceEvolutionary BiologyComputer VisionIntelligent SystemsSystems Engineering

Publications per year

1994–2023

35

Publications

35

Inducing Niching Behavior in Differential Evolution Through Local Information Sharing

Subhodip Biswas, Souvik Kundu, Swagatam Das · IEEE Transactions on Evolutionary Computation · 2014 · 204 citations

Artificial Intelligence, Engineering, Evolutionary Algorithms +19

An Improved Parent-Centric Mutation With Normalized Neighborhoods for Inducing Niching Behavior in Differential Evolution

Subhodip Biswas, Souvik Kundu, Swagatam Das · IEEE Transactions on Cybernetics · 2014 · 124 citations

Engineering, Genetics, Evolutionary Algorithms +21

Spike-Thrift: Towards Energy-Efficient Deep Spiking Neural Networks by Limiting Spiking Activity via Attention-Guided Compression

Souvik Kundu, Gourav Datta, Massoud Pedram et al. · 2021 · 112 citations

Spiking Activity, Engineering, Machine Learning +19

Synergizing fitness learning with proximity-based food source selection in artificial bee colony algorithm for numerical optimization

Swagatam Das, Subhodip Biswas, Souvik Kundu · Applied Soft Computing · 2013 · 77 citations

Fitness, Firefly Algorithm, Intelligent Optimization +4

HIRE-SNN: Harnessing the Inherent Robustness of Energy-Efficient Deep Spiking Neural Networks by Training with Crafted Input Noise

Souvik Kundu, Massoud Pedram, Peter A. Beerel · 2021 IEEE/CVF International Conference on Computer Vision (ICCV) · 2021 · 58 citations

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