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John Messerly
Publication Activity (10 Years)
Years Active: 2019-2020
Publications (10 Years): 4
Top Topics
Stochastic Optimization
Memory Space
Training Samples
Collaborative Learning
Top Venues
CLOUD
DATE
DAC
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
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Publications
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Mohsen Imani
,
Xunzhao Yin
,
John Messerly
,
Saransh Gupta
,
Michael T. Niemier
,
Xiaobo Sharon Hu
,
Tajana Rosing
SearcHD: A Memory-Centric Hyperdimensional Computing With Stochastic Training.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
39 (10) (2020)
Mohsen Imani
,
Yeseong Kim
,
M. Sadegh Riazi
,
John Messerly
,
Patric Liu
,
Farinaz Koushanfar
,
Tajana Rosing
A Framework for Collaborative Learning in Secure High-Dimensional Space.
CLOUD
(2019)
Mohsen Imani
,
John Messerly
,
Fan Wu
,
Wang Pi
,
Tajana Rosing
A Binary Learning Framework for Hyperdimensional Computing.
DATE
(2019)
Mohsen Imani
,
Justin Morris
,
John Messerly
,
Helen Shu
,
Yaobang Deng
,
Tajana Rosing
BRIC: Locality-based Encoding for Energy-Efficient Brain-Inspired Hyperdimensional Computing.
DAC
(2019)