Catherine E. Graves

Google (United States) — United States

Engineering · Physical Sciences

25h-index5.8kcitations65works2.82yr avg
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Research Topics

Advanced Memory and Neural Computing(32), Ferroelectric and Negative Capacitance Devices(22), Magnetic properties of thin films(11), Neuroscience and Neural Engineering(10), Advanced X-ray Imaging Techniques(8)

Publications65 total

RAGO: Systematic Performance Optimization for Retrieval-Augmented Generation Serving
2025· 5 citedOpen Access
Solving Boolean satisfiability problems with resistive content addressable memories
npj Unconventional Computing·2025· 4 citedOpen Access
Solving Boolean satisfiability problems with resistive content addressable memories
arXiv (Cornell University)·2025Open Access
CAMSHAP: Accelerating Machine Learning Model Explainability with Analog CAM
2024Open Access
X-TIME: Accelerating Large Tree Ensembles Inference for Tabular Data With Analog CAMs
IEEE Journal on Exploratory Solid-State Computational Devices and Circuits·2024· 5 citedOpen Access
Multiplexing in photonics as a resource for optical ternary content-addressable memory functionality
Nanophotonics·2023· 17 citedOpen Access
ReRAM-based graph attention network with node-centric edge searching and hamming similarity
2023· 6 cited
X-TIME: An in-memory engine for accelerating machine learning on tabular data with CAMs
arXiv (Cornell University)·2023· 4 citedOpen Access
WDM Ternary Content-addressable Memory for Optical Links
2023· 4 cited
Experimentally validated memristive memory augmented neural network with efficient hashing and similarity search
Nature Communications·2022· 64 citedOpen Access
Experimentally realized memristive memory augmented neural network
2022· 2 citedOpen Access
A general tree-based machine learning accelerator with memristive analog CAM
2022 IEEE International Symposium on Circuits and Systems (ISCAS)·2022· 3 cited
Experimentally realized memristive memory augmented neural network
arXiv (Cornell University)·2022· 1 citedOpen Access
Differentiable Content Addressable Memory with Memristors
Advanced Electronic Materials·2022· 25 cited
In-Memory Computing with Non-volatile Memristor CAM Circuits
2022· 8 cited
Tree-based machine learning performed in-memory with memristive analog CAM
Nature Communications·2021· 2 citedOpen Access
Tree-based machine learning performed in-memory with memristive analog\n CAM
arXiv (Cornell University)·2021· 105 citedOpen Access
(Invited) In-Memory Computing with Memristor Circuit Primitives
ECS Meeting Abstracts·2020
In‐Memory Computing with Memristor Content Addressable Memories for Pattern Matching
Advanced Materials·2020· 97 cited
Analog content-addressable memories with memristors
Nature Communications·2020· 166 citedOpen Access
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Frequent Co-authors

John Paul Strachan(24), Can Li(16), Andreas Scherz(13), R. Stanley Williams(11), Xia Sheng(11), W. F. Schlotter(10), H. A. Dürr(9), Martin Foltín(9), Giacomo Pedretti(9), Sity Lam(7), T. Wang(7), Baoliin Wu(7), J. Stöhr(7), Noraica Dávila(6), J. Joshua Yang(6), M. Messerschmidt(6), Joshua J. Turner(6), Sergey Serebryakov(6), Ruibin Mao(6), Miao Hu(5)