TIMELY: Pushing Data Movements and Interfaces in PIM Accelerators
Towards Local and in Time Domain

TIMELY: Pushing Data Movements and Interfaces in PIM Accelerators Towards Local and in Time Domain

3 May 2020

Yang Katie Zhao

Papers citing "TIMELY: Pushing Data Movements and Interfaces in PIM Accelerators Towards Local and in Time Domain"

13 / 13 papers shown

Title
TReX- Reusing Vision Transformer's Attention for Efficient Xbar-based Computing Abhishek Moitra Abhiroop Bhattacharjee Youngeun Kim Priyadarshini Panda ViT 32 2 0 22 Aug 2024
SupeRBNN: Randomized Binary Neural Network Using Adiabatic Superconductor Josephson Devices Zechao Li Geng Yuan Tomoharu Yamauchi Zabihi Masoud Yanyue Xie ... Xulong Tang Nobuyuki Yoshikawa Devesh Tiwari Yanzhi Wang O. Chen MQ 12 4 0 21 Sep 2023
Sparse Attention Acceleration with Synergistic In-Memory Pruning and On-Chip Recomputation Amir Yazdanbakhsh Ashkan Moradifirouzabadi Zheng Li Mingu Kang 27 31 0 01 Sep 2022
EyeCoD: Eye Tracking System Acceleration via FlatCam-based Algorithm & Accelerator Co-Design Haoran You Cheng Wan Yang Katie Zhao Zhongzhi Yu Y. Fu ... Chaojian Li Vivek Boominathan Ashok Veeraraghavan Ziyun Li Yingyan Lin 28 12 0 02 Jun 2022
2-in-1 Accelerator: Enabling Random Precision Switch for Winning Both Adversarial Robustness and Efficiency Yonggan Fu Yang Katie Zhao Qixuan Yu Chaojian Li Yingyan Lin AAML 52 12 0 11 Sep 2021
On the Accuracy of Analog Neural Network Inference Accelerators T. Xiao Ben Feinberg C. Bennett V. Prabhakar Prashant Saxena V. Agrawal S. Agarwal M. Marinella 30 33 0 03 Sep 2021
O-HAS: Optical Hardware Accelerator Search for Boosting Both Acceleration Performance and Development Speed Mengquan Li Zhongzhi Yu Yongan Zhang Yonggan Fu Yingyan Lin 21 10 0 17 Aug 2021
Improving DNN Fault Tolerance using Weight Pruning and Differential Crossbar Mapping for ReRAM-based Edge AI Geng Yuan Zhiheng Liao Xiaolong Ma Yuxuan Cai Zhenglun Kong ... Hongwu Peng Ning Liu Ao Ren Jinhui Wang Yanzhi Wang AAML 38 33 0 16 Jun 2021
FORMS: Fine-grained Polarized ReRAM-based In-situ Computation for Mixed-signal DNN Accelerator Geng Yuan Payman Behnam Zhengang Li Ali Shafiee Sheng Lin ... Hang Liu Xuehai Qian M. N. Bojnordi Yanzhi Wang Caiwen Ding 24 68 0 16 Jun 2021
A3C-S: Automated Agent Accelerator Co-Search towards Efficient Deep Reinforcement Learning Yonggan Fu Yongan Zhang Chaojian Li Zhongzhi Yu Yingyan Lin 37 6 0 11 Jun 2021
Auto-NBA: Efficient and Effective Search Over the Joint Space of Networks, Bitwidths, and Accelerators Yonggan Fu Yongan Zhang Yang Zhang David D. Cox Yingyan Lin MQ 55 17 0 11 Jun 2021
DNA: Differentiable Network-Accelerator Co-Search Yongan Zhang Y. Fu Weiwen Jiang Chaojian Li Haoran You Meng Li Vikas Chandra Yingyan Lin 28 17 0 28 Oct 2020
ShiftAddNet: A Hardware-Inspired Deep Network Haoran You Xiaohan Chen Yongan Zhang Chaojian Li Sicheng Li Zihao Liu Zhangyang Wang Yingyan Lin OOD MQ 76 76 0 24 Oct 2020