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Yin-Yang: Programming Abstractions for Cross-Domain Multi-Acceleration

https://doi.org/10.1109/MM.2022.3189416

Kim, Joon Kyung ; Ahn, Byung Hoon ; Kinzer, Sean ; Ghodrati, Soroush ; Mahapatra, Rohan ; Yatham, Brahmendra ; Wang, Shu-Ting ; Kim, Dohee ; Sarikhani, Parisa ; Mahmoudi, Babak ; et al ( September 2022 , IEEE Micro)

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From Tensors to FPGAs: Accelerating Deep Learning

Sharma, Hardik ; Park, Jongse ; Robatmili, Behnam ; Mirkhani, Shahrzad ; Esmaeilzadeh, Hadi ( August 2018 , HotChips 2019)

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Bit Fusion: Bit-Level Dynamically Composable Architecture for Accelerating Deep Neural Network

https://doi.org/10.1109/ISCA.2018.00069

Sharma, Hardik ; Park, Jongse ; Suda, Naveen ; Lai, Liangzhen ; Chau, Benson ; Chandra, Vikas ; Esmaeilzadeh, Hadi ( June 2018 , ISCA)

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A Network-Centric Hardware/Algorithm Co-Design to Accelerate Distributed Training of Deep Neural Networks

https://doi.org/10.1109/MICRO.2018.00023

Li, Youjie ; Park, Jongse ; Alian, Mohammad ; Yuan, Yifan ; Qu, Zheng ; Pan, Peitian ; Wang, Ren ; Schwing, Alexander ; Esmaeilzadeh, Hadi ; Kim, Nam Sung ( January 2018 , 2018 51st Annual IEEE/ACM International Symposium on Microarchitecture (MICRO))

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Scale-out acceleration for machine learning

https://doi.org/10.1145/3123939.3123979

Park, Jongse ; Sharma, Hardik ; Mahajan, Divya ; Kim, Joon Kyung ; Olds, Preston ; Esmaeilzadeh, Hadi ( January 2017 , MICRO)

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