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Centered Symmetric Quantization for Hardware-Efficient Low-Bit Neural Networks

Asim, Faaiz , Park, Jaewoo , Azamat, Azat , Lee, Jongeun

Conference Paper Issue Date2022-11-21 View84
Extending Neural Processing Unit and Compiler for Advanced Binarized Neural Networks File

Song, Minjoon , Asim, Faaiz , Lee, Jongeun

Conference Paper Issue Date2024-01-22 View58
Partial Sum Quantization for Reducing ADC Size in ReRAM-based Neural Network Accelerators File

Azamat, Azat , Asim, Faaiz , Kim, Jintae , Lee, Jongeun

Article Issue Date2023-12 View137
Quarry: Quantization-based ADC Reduction for ReRAM-based Deep Neural Network Accelerators File

Azamat, Azat , Asim, Faaiz , Lee, Jongeun

Conference Paper Issue Date2021-11-01 View82
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