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Sohum Datta
ORCID
Publication Activity (10 Years)
Years Active: 2017-2023
Publications (10 Years): 6
Top Topics
Normalization Method
Computational Framework
Human Centered
Multi Dimensional
Top Venues
IEEE Trans. Circuits Syst. I Regul. Pap.
IEEE J. Emerg. Sel. Topics Circuits Syst.
IWASI
ESSCIRC
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Publications
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Sohum Datta
,
Brian C. Richards
,
Harrison Liew
,
Youbin Kim
,
Daniel Sun
,
Jan M. Rabaey
HDBinaryCore: A 28nm 2048-bit Hyper-Dimensional biosignal classifier achieving 25 nJ/prediction for EMG hand-gesture recognition.
ESSCIRC
(2023)
Sohum Datta
,
Jan M. Rabaey
A probability-inspired normalization for fixed-precision Hyper-Dimensional Computing.
AICAS
(2022)
Mohsen Imani
,
Samuel Bosch
,
Sohum Datta
,
Sharadhi Ramakrishna
,
Sahand Salamat
,
Jan M. Rabaey
,
Tajana Rosing
QuantHD: A Quantization Framework for Hyperdimensional Computing.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
39 (10) (2020)
Sohum Datta
,
Ryan A. G. Antonio
,
Aldrin R. S. Ison
,
Jan M. Rabaey
A Programmable Hyper-Dimensional Processor Architecture for Human-Centric IoT.
IEEE J. Emerg. Sel. Topics Circuits Syst.
9 (3) (2019)
Jan M. Rabaey
,
Abbas Rahimi
,
Sohum Datta
,
Miles Rusch
,
Pentti Kanerva
,
Bruno A. Olshausen
Human-centric computing - The case for a Hyper-Dimensional approach.
IWASI
(2017)
Abbas Rahimi
,
Sohum Datta
,
Denis Kleyko
,
Edward Paxon Frady
,
Bruno A. Olshausen
,
Pentti Kanerva
,
Jan M. Rabaey
High-Dimensional Computing as a Nanoscalable Paradigm.
IEEE Trans. Circuits Syst. I Regul. Pap.
(9) (2017)