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Towards Statistical Guarantees in Controlling Quality Tradeoffs for Approximate Acceleration.

D. Mahajan, A. Yazdanbakhsh, J. Park, B. Thwaites, и H. Esmaeilzadeh. ISCA, стр. 66-77. IEEE Computer Society, (2016)

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Jinhyung Park

Kwan Park

Shinja Park

June Park

Sungjune Park

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Bit Fusion: Bit-Level Dynamically Composable Architecture for Accelerating Deep Neural Network.H. Sharma, J. Park, N. Suda, L. Lai, B. Chau, V. Chandra, и H. Esmaeilzadeh. ISCA, стр. 764-775. IEEE Computer Society, (2018)Accelerating String-Key Learned Index Structures via Memoization-based Incremental Training.M. Kim, J. Hwang, G. Heo, S. Cho, D. Mahajan, и J. Park. CoRR, (2024)DaCapo: Accelerating Continuous Learning in Autonomous Systems for Video Analytics.Y. Kim, C. Oh, J. Hwang, W. Kim, S. Oh, Y. Lee, H. Sharma, A. Yazdanbakhsh, и J. Park. CoRR, (2024)FlexJava: language support for safe and modular approximate programming.J. Park, H. Esmaeilzadeh, X. Zhang, M. Naik, и W. Harris. ESEC/SIGSOFT FSE, стр. 745-757. ACM, (2015)Rollback-free value prediction with approximate loads.B. Thwaites, G. Pekhimenko, H. Esmaeilzadeh, A. Yazdanbakhsh, O. Mutlu, J. Park, G. Mururu, и T. Mowry. PACT, стр. 493-494. ACM, (2014)Towards Statistical Guarantees in Controlling Quality Tradeoffs for Approximate Acceleration.D. Mahajan, A. Yazdanbakhsh, J. Park, B. Thwaites, и H. Esmaeilzadeh. ISCA, стр. 66-77. IEEE Computer Society, (2016)Mixed-Signal Charge-Domain Acceleration of Deep Neural Networks through Interleaved Bit-Partitioned Arithmetic.S. Ghodrati, H. Sharma, S. Kinzer, A. Yazdanbakhsh, J. Park, N. Kim, D. Burger, и H. Esmaeilzadeh. PACT, стр. 399-411. ACM, (2020)TNPU: Supporting Trusted Execution with Tree-less Integrity Protection for Neural Processing Unit.S. Lee, J. Kim, S. Na, J. Park, и J. Huh. HPCA, стр. 229-243. IEEE, (2022)Supporting Dynamic Translation Granularity for Hybrid Memory Systems.B. Kim, S. Hwang, S. Cha, C. Park, J. Park, и J. Huh. ICCD, стр. 25-32. IEEE, (2022)TABLA: A unified template-based framework for accelerating statistical machine learning.D. Mahajan, J. Park, E. Amaro, H. Sharma, A. Yazdanbakhsh, J. Kim, и H. Esmaeilzadeh. HPCA, стр. 14-26. IEEE Computer Society, (2016)

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