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researcher

Catherine E. Graves

3 papers hereh-index 183.7k citations33 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author3

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.ET3
same name
  • Catherine E. Graves — 1 paper

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20192022
most citedExperimentally realized memristive memory augmented neural network

1 citations · 1 across the 1 of their papers we have counts for

collaborators

3 papers

cs.ET2022★ 1 cited

Experimentally realized memristive memory augmented neural network

Ruibin Mao, Bo Wen, Yahui Zhao +8

Lifelong on-device learning is a key challenge for machine intelligence, and this requires learning from few, often single, samples. Memory augmented neural network has been propos…

cs.ET2021

Tree-based machine learning performed in-memory with memristive analog CAM

Giacomo Pedretti, Catherine E. Graves, Can Li +5

Tree-based machine learning techniques, such as Decision Trees and Random Forests, are top performers in several domains as they do well with limited training datasets and offer im…

cs.ET2019

Analog content addressable memories with memristors

Can Li, Catherine E. Graves, Xia Sheng +4

A content-addressable-memory compares an input search word against all rows of stored words in an array in a highly parallel manner. While supplying a very powerful functionality f…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.