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On Continuing DNN Accelerator Architecture Scaling Using Tightly Coupled Compute-on-Memory 3-D ICs

IEEE Transactions on Very Large Scale Integration (VLSI) Systems
2023 | Journal article
DOI: 10.1109/TVLSI.2023.3299564
Contributors: Gauthaman Murali; Aditya Iyer; Lingjun Zhu; Jianming Tong; Francisco Muñoz Martínez; Srivatsa Rangachar Srinivasa; Tanay Karnik; Tushar Krishna; Sung Kyu Lim
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STIFT: A Spatio-Temporal Integrated Folding Tree for Efficient Reductions in Flexible DNN Accelerators

ACM Journal on Emerging Technologies in Computing Systems
2023-10-31 | Journal article
DOI: 10.1145/3531011
Contributors: Francisco Muñoz-Martínez; José L. Abellán; Manuel E. Acacio; Tushar Krishna
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STONNE: Enabling Cycle-Level Microarchitectural Simulation for DNN Inference Accelerators

IEEE Computer Architecture Letters
2021-07-01 | Journal article
DOI: 10.1109/LCA.2021.3097253
Contributors: Francisco Munoz-Martinez; Jose L. Abellan; Manuel E. Acacio; Tushar Krishna
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