BitPattern: Enabling Efficient Bit-Serial Acceleration of Deep Neural Networks through Bit-Pattern Pruning

Gang Wang 0063, Siqi Cai, Zhenyu Li, Wenjie Li 0003, Dongxu Lyu, Yanan Sun 0003, Jianfei Jiang 0001, Guanghui He. BitPattern: Enabling Efficient Bit-Serial Acceleration of Deep Neural Networks through Bit-Pattern Pruning. In 62nd ACM/IEEE Design Automation Conference, DAC 2025, San Francisco, CA, USA, June 22-25, 2025. pages 1-7, IEEE, 2025. [doi]

Authors

Gang Wang 0063

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Siqi Cai

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Zhenyu Li

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Wenjie Li 0003

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Dongxu Lyu

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Yanan Sun 0003

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Jianfei Jiang 0001

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Guanghui He

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