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Faaiz Asim
Publication Activity (10 Years)
Years Active: 2021-2024
Publications (10 Years): 5
Top Topics
Neural Network
Deep Learning
Neural Architecture
Processing Units
Top Venues
BMVC
ASPDAC
ICCAD
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
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Publications
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Minjoon Song
,
Faaiz Asim
,
Jongeun Lee
Extending Neural Processing Unit and Compiler for Advanced Binarized Neural Networks.
ASPDAC
(2024)
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)
Hieu Quang Vo
,
Linh Ngoc Le
,
Faaiz Asim
,
Lok-Won Kim
,
Choong Seon Hong
A Deep Learning Accelerator Based on a Streaming Architecture for Binary Neural Networks.
IEEE Access
10 (2022)
Faaiz Asim
,
Jaewoo Park
,
Azat Azamat
,
Jongeun Lee
Centered Symmetric Quantization for Hardware-Efficient Low-Bit Neural Networks.
BMVC
(2022)
Azat Azamat
,
Faaiz Asim
,
Jongeun Lee
Quarry: Quantization-based ADC Reduction for ReRAM-based Deep Neural Network Accelerators.
ICCAD
(2021)