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Azat Azamat
ORCID
Publication Activity (10 Years)
Years Active: 2021-2023
Publications (10 Years): 4
Top Topics
Multi Layer
Bit Wise
Resource Limitations
Neural Network
Top Venues
ICCAD
BMVC
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
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Publications
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Azat Azamat
,
Faaiz Asim
,
Jintae Kim
,
Jongeun Lee
Partial Sum Quantization for Reducing ADC Size in ReRAM-Based Neural Network Accelerators.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
42 (12) (2023)
Faaiz Asim
,
Jaewoo Park
,
Azat Azamat
,
Jongeun Lee
Centered Symmetric Quantization for Hardware-Efficient Low-Bit Neural Networks.
BMVC
(2022)
Azat Azamat
,
Jaewoo Park
,
Jongeun Lee
Squeezing Accumulators in Binary Neural Networks for Extremely Resource-Constrained Applications.
ICCAD
(2022)
Azat Azamat
,
Faaiz Asim
,
Jongeun Lee
Quarry: Quantization-based ADC Reduction for ReRAM-based Deep Neural Network Accelerators.
ICCAD
(2021)