Hardware-conscious Software Training for Deep Neural Network Inference Accelerator Chips to Recover Accuracy Degradation due to Hardware Variabilities

Shuchao Gao

doi:https://doi.org/10.7567/SSDM.2023.J-5-03

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Oral Presentation

12: Advanced Circuits / Systems Interacting with Innovative Devices and Materials

[J-5] AI and Neural Applications

Fri. Sep 8, 2023 9:00 AM - 10:15 AM Room J (233, Bldg. 2)

Session Chairs: Koh Johguchi (Shinshu Univ.), Yitao Ma (Zhejiang Univ.)

9:45 AM - 10:00 AM

[J-5-03] Hardware-conscious Software Training for Deep Neural Network Inference Accelerator Chips to Recover Accuracy Degradation due to Hardware Variabilities

^○Shuchao Gao¹, Takashi Ohsawa¹ (1. Waseda University (Japan))

https://doi.org/10.7567/SSDM.2023.J-5-03

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Presentation information

[J-5] AI and Neural Applications

[J-5-03] Hardware-conscious Software Training for Deep Neural Network Inference Accelerator Chips to Recover Accuracy Degradation due to Hardware Variabilities

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