Publications per year
Publications per year
Overview
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
Eng-Electrical Engineering, Doctorate Degree
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Dive into the research topics where Shruti Kulkarni is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Researcher collaborations from the last five years
Based on publications and projects (not datasets). Dive into details by clicking on the dots or
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Explaining Neural Spike Activity for Simulated Bio-plausible Network through Deep Sequence Learning
Kulkarni, S. R., Tabassum, A., Lim, S. H., Schuman, C. D., Theilman, B. H., Rothganger, F., Wang, F. & Aimone, J. B., 2024, 2024 IEEE Neuro Inspired Computational Elements Conference, NICE 2024 - Proceedings. Institute of Electrical and Electronics Engineers Inc., (2024 IEEE Neuro Inspired Computational Elements Conference, NICE 2024 - Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
Scaling neural simulations in STACS
Wang, F., Kulkarni, S., Theilman, B., Rothganger, F., Schuman, C., Lim, S. H. & Aimone, J. B., Jun 1 2024, In: Neuromorphic Computing and Engineering. 4, 2, 024002.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
Smart pixel sensors: towards on-sensor filtering of pixel clusters with deep learning
Yoo, J., Dickinson, J., Swartz, M., Di Guglielmo, G., Bean, A., Berry, D., Blanco Valentin, M., DiPetrillo, K., Fahim, F., Gray, L., Hirschauer, J., Kulkarni, S. R., Lipton, R., Maksimovic, P., Mills, C., Neubauer, M. S., Parpillon, B., Pradhan, G., Syal, C. & Tran, N. & 2 others, , Sep 1 2024, In: Machine Learning: Science and Technology. 5, 3, 035047.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
Transductive Spiking Graph Neural Networks for Loihi
Snyder, S., Clerico, V., Cong, G., Kulkarni, S., Schuman, C., Risbud, S. & Parsa, M., Jun 12 2024, GLSVLSI 2024 - Proceedings of the Great Lakes Symposium on VLSI 2024. Association for Computing Machinery, p. 608-613 6 p. (Proceedings of the ACM Great Lakes Symposium on VLSI, GLSVLSI).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Abisko: Deep codesign of an architecture for spiking neural networks using novel neuromorphic materials
Vetter, J. S., Date, P., Fahim, F., Kulkarni, S. R., Maksymovych, P., Talin, A. A., Tallada, M. G., Vanna-iampikul, P., Young, A. R., Brooks, D., Cao, Y., Gu-Yeon, W., Lim, S. K., Liu, F., Marinella, M., Sumpter, B. & Miniskar, N. R., Jul 2023, In: International Journal of High Performance Computing Applications. 37, 3-4, p. 351-379 29 p.Research output: Contribution to journal › Article › peer-review
Open Access3 Scopus citations
Awards
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2023 R&D 100 Award for SuperNeuro: An Accelerated Neuromorphic Computing Simulator
Date, P. (Recipient), Kulkarni, S. (Recipient), Gunaratne, C. (Recipient), Patton, R. (Recipient), Coletti, M. (Recipient) & Potok, T. (Recipient), 2023
Prize: Honorary award
Datasets
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Neutron Imaging dataset for SMC 2021 data challenge
Peterson, P. (Creator), Granroth, G. (Creator), Bilheux, H. (Creator), Bilheux, J.-C. (Creator), Kulkarni, S. (Creator) & Riedel, R. (Creator), Constellation by Oak Ridge Leadership Computing Facility (OLCF), Mar 26 2021
DOI: 10.13139/ORNLNCCS/1772568
Dataset