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IVQ: In-Memory Acceleration of DNN Inference Exploiting Varied Quantization.

F. Liu, W. Zhao, Z. Wang, Y. Zhao, T. Yang, Y. Chen, и L. Jiang. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 41 (12): 5313-5326 (2022)

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Yilong Cao

Zhao Zhao

Yanning Zhao

Hertz-level ultra-stable laser and its application to high precision spectroscopyY. Zhao. Uni Erlangen-Nürnberg, (2009)

Su Zhao

Li Zhao

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SME: ReRAM-based Sparse-Multiplication-Engine to Squeeze-Out Bit Sparsity of Neural Network.F. Liu, W. Zhao, Y. Zhao, Z. Wang, T. Yang, Z. He, N. Jing, X. Liang, и L. Jiang. CoRR, (2021)Vegetation Pattern Formation and Transition Caused by Cross-Diffusion in a Modified Vegetation-Sand Model.F. Zhang, Y. Li, Y. Zhao, и Z. Liu. Int. J. Bifurc. Chaos, 32 (5): 2250069:1-2250069:15 (2022)ESNreram: An Energy-Efficient Sparse Neural Network Based on Resistive Random-Access Memory.Z. Song, Y. Zhao, Y. Sun, X. Liang, и L. Jiang. ACM Great Lakes Symposium on VLSI, стр. 291-296. ACM, (2020)SME: ReRAM-based Sparse-Multiplication-Engine to Squeeze-Out Bit Sparsity of Neural Network.F. Liu, W. Zhao, Z. He, Z. Wang, Y. Zhao, T. Yang, J. Feng, X. Liang, и L. Jiang. ICCD, стр. 417-424. IEEE, (2021)Research on Droplet Digital PCR Amplification System.J. Zhang, J. Yan, J. Wang, J. Xu, Y. Zhao, и G. Luo. TrustCom, стр. 1483-1487. IEEE, (2021)Contribution Mechanism and Impact Analysis of AC System at the Diode Natural Commutation and Conduction Stage During Bipolar Short-Circuit Fault for Single-Terminal VSC-Based DC Distribution Networks.Z. Zhang, H. Wang, K. Wang, и Y. Zhao. IEEE Access, (2022)DTATrans: Leveraging Dynamic Token-Based Quantization With Accuracy Compensation Mechanism for Efficient Transformer Architecture.T. Yang, F. Ma, X. Li, F. Liu, Y. Zhao, Z. He, и L. Jiang. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 42 (2): 509-520 (февраля 2023)PASGCN: An ReRAM-Based PIM Design for GCN With Adaptively Sparsified Graphs.T. Yang, D. Li, F. Ma, Z. Song, Y. Zhao, J. Zhang, F. Liu, и L. Jiang. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 42 (1): 150-163 (2023)RePAST: A ReRAM-based PIM Accelerator for Second-order Training of DNN.Y. Zhao, L. Jiang, M. Gao, N. Jing, C. Gu, Q. Tang, F. Liu, T. Yang, и X. Liang. CoRR, (2022)DTQAtten: Leveraging Dynamic Token-based Quantization for Efficient Attention Architecture.T. Yang, D. Li, Z. Song, Y. Zhao, F. Liu, Z. Wang, Z. He, и L. Jiang. DATE, стр. 700-705. IEEE, (2022)

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