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Shruti Kulkarni

Observed names: Kulkarni, Shruti, Kulkarni, Shruti R., Shruti R Kulkarni, Shruti R. Kulkarni
ORCID: 0000-0001-6894-9851
Observed ORCID: 0000-0001-6894-9851
OpenAlex ID: A5023663011
Opportunities for neuromorphic computing algorithms and applications
2022 · Catherine D. Schuman, Shruti R. Kulkarni, et al. · Nature Computational Science · 1,123
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Neuromorphic computing at scale
2025 · Dhireesha Kudithipudi, Catherine Schuman, et al. · Nature · 371
Spiking neural networks for handwritten digit recognition—Supervised learning and network optimization
2018 · Shruti R. Kulkarni, Bipin Rajendran · Neural Networks · 162
A review of non-cognitive applications for neuromorphic computing
2022 · James B Aimone, Prasanna Date, et al. · Neuromorphic Computing and Engineering · 60
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Building Brain-Inspired Computing Systems: Examining the Role of Nanoscale Devices
2018 · S.R. Nandakumar, Shruti R. Kulkarni, et al. · IEEE Nanotechnology Magazine · 47
Benchmarking the performance of neuromorphic and spiking neural network simulators
2021 · Shruti R. Kulkarni, Maryam Parsa, et al. · Neurocomputing · 28
Neuromorphic Computing for Autonomous Racing
2021 · Robert Patton, Catherine Schuman, et al. · International Conference on Neuromorphic Systems (ICONS) · 27
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Publisher Correction: Opportunities for neuromorphic computing algorithms and applications
2022 · Catherine D. Schuman, Shruti R. Kulkarni, et al. · Nature Computational Science · 24
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Evolutionary vs imitation learning for neuromorphic control at the edge*
2021 · Catherine Schuman, Robert Patton, et al. · Neuromorphic Computing and Engineering · 23
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Neuromorphic Hardware Accelerator for SNN Inference based on STT-RAM Crossbar Arrays
2019 · Shruti R. Kulkarni, Deepak Vinayak Kadetotad, et al. · IEEE International Conference on Electronics, Circuits and Systems (ICECS) · 23
On-Sensor Data Filtering using Neuromorphic Computing for High Energy Physics Experiments
2023 · Shruti R. Kulkarni, Aaron Young, et al. · International Conference on Neuromorphic Systems (ICONS) · 14
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Spiking neural networks — Algorithms, hardware implementations and applications
2017 · Shruti R. Kulkarni, Anakha V. Babu, et al. · IEEE International Midwest Symposium on Circuits and Systems (MWSCAS) · 14
Semi-Supervised Graph Structure Learning on Neuromorphic Computers
2022 · Guojing Cong, Seung-Hwan Lim, et al. · International Conference on Neuromorphic Systems (ICONS) · 11
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Learning and real-time classification of hand-written digits with spiking neural networks
2017 · Shruti R. Kulkarni, John M. Alexiades, et al. · IEEE International Conference on Electronics, Circuits and Systems (ICECS) · 11
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Smart pixel sensors: towards on-sensor filtering of pixel clusters with deep learning
2024 · Jieun Yoo, Jennet Dickinson, et al. · Machine Learning Science and Technology · 10
An On-Chip Learning Accelerator for Spiking Neural Networks using STT-RAM Crossbar Arrays
2020 · Shruti R. Kulkarni, Shihui Yin, et al. · Design, Automation, and Test in Europe · 10
SuperNeuro: A Fast and Scalable Simulator for Neuromorphic Computing
2023 · Prasanna Date, Chathika Gunaratne, et al. · International Conference on Neuromorphic Systems (ICONS) · 9
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Neuromorphic Computing for Scientific Applications
2022 · Robert Patton, Prasanna Date, et al. · IEEE/ACM Redefining Scalability for Diversely Heterogeneous Architectures Workshop (RSDHA) · 9
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Abisko: Deep codesign of an architecture for spiking neural networks using novel neuromorphic materials
2023 · Jeffrey S. Vetter, Prasanna Date, et al. · The International Journal of High Performance Computing Applications · 8
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Transductive Spiking Graph Neural Networks for Loihi
2024 · Shay Snyder, Victoria Clerico, et al. · ACM Great Lakes Symposium on VLSI (GLSVLSI) · 7
Scaling neural simulations in STACS
2024 · Felix Wang, Shruti Kulkarni, et al. · Neuromorphic Computing and Engineering · 7
Hyperparameter Optimization and Feature Inclusion in Graph Neural Networks for Spiking Implementation
2023 · Guojing Cong, Shruti Kulkarni, et al. · International Conference on Machine Learning and Applications · 7
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Training Spiking Neural Networks with Synaptic Plasticity under Integer Representation
2021 · Shruti Kulkarni, Maryam Parsa, et al. · International Conference on Neuromorphic Systems (ICONS) · 7
Multi-Objective Hyperparameter Optimization for Spiking Neural Network Neuroevolution
2021 · Maryam Parsa, Shruti R. Kulkarni, et al. · IEEE Congress on Evolutionary Computation (CEC) · 7
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A Software Framework for Comparing Training Approaches for Spiking Neuromorphic Systems
2021 · Catherine D. Schuman, James S. Plank, et al. · International Joint Conference on Neural Networks (IJCNN) · 6
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Works count: 58
Citation count: 2,087
H-index: 12
I10-index: 16
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