MAT: Processing In-Memory Acceleration for Long-Sequence Attention

Author:

Zhou Minxuan,Guo Yunhui,Xu Weihong,Li Bin,Eliceiri Kevin W.,Rosing Tajana

Publisher

IEEE

Cited by 5 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. HARDSEA: Hybrid Analog-ReRAM Clustering and Digital-SRAM In-Memory Computing Accelerator for Dynamic Sparse Self-Attention in Transformer;IEEE Transactions on Very Large Scale Integration (VLSI) Systems;2024-02

2. P3 ViT: A CIM-Based High-Utilization Architecture With Dynamic Pruning and Two-Way Ping-Pong Macro for Vision Transformer;IEEE Transactions on Circuits and Systems I: Regular Papers;2023-12

3. A Convolution Neural Network Accelerator Design with Weight Mapping and Pipeline Optimization;2023 60th ACM/IEEE Design Automation Conference (DAC);2023-07-09

4. Accelerating Neural Network Training with Processing-in-Memory GPU;2022 22nd IEEE International Symposium on Cluster, Cloud and Internet Computing (CCGrid);2022-05

5. TransPIM: A Memory-based Acceleration via Software-Hardware Co-Design for Transformer;2022 IEEE International Symposium on High-Performance Computer Architecture (HPCA);2022-04

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