FORMS: Fine-grained Polarized ReRAM-based In-situ Computation for
Mixed-signal DNN Accelerator

FORMS: Fine-grained Polarized ReRAM-based In-situ Computation for Mixed-signal DNN Accelerator

16 June 2021

Caiwen Ding

Papers citing "FORMS: Fine-grained Polarized ReRAM-based In-situ Computation for Mixed-signal DNN Accelerator"

12 / 12 papers shown

Title
RoRA: Efficient Fine-Tuning of LLM with Reliability Optimization for Rank Adaptation Jun Liu Zhenglun Kong Peiyan Dong Changdi Yang Xuan Shen ... Wei Niu Wenbin Zhang Xue Lin Dong Huang Yanzhi Wang ALM 36 2 0 08 Jan 2025
CIM-MLC: A Multi-level Compilation Stack for Computing-In-Memory Accelerators Songyun Qu Shixin Zhao Bing Li Yintao He Xuyi Cai Lei Zhang Ying Wang 16 4 0 23 Jan 2024
Zero-Space Cost Fault Tolerance for Transformer-based Language Models on ReRAM Bingbing Li Geng Yuan Zigeng Wang Shaoyi Huang Hongwu Peng Payman Behnam Wujie Wen Hang Liu Caiwen Ding 14 5 0 22 Jan 2024
RACE-IT: A Reconfigurable Analog CAM-Crossbar Engine for In-Memory Transformer Acceleration Lei Zhao Luca Buonanno Ron M. Roth Sergey Serebryakov Archit Gajjar John Moon Jim Ignowski Giacomo Pedretti 23 3 0 29 Nov 2023
Subgraph Stationary Hardware-Software Inference Co-Design Payman Behnam Jianming Tong Alind Khare Yang Chen Yue Pan Pranav Gadikar A. Bambhaniya T. Krishna Alexey Tumanov 17 3 0 21 Jun 2023
Sparse Attention Acceleration with Synergistic In-Memory Pruning and On-Chip Recomputation Amir Yazdanbakhsh Ashkan Moradifirouzabadi Zheng Li Mingu Kang 19 31 0 01 Sep 2022
ANT: Exploiting Adaptive Numerical Data Type for Low-bit Deep Neural Network Quantization Cong Guo Chen Zhang Jingwen Leng Zihan Liu Fan Yang Yun-Bo Liu Minyi Guo Yuhao Zhu MQ 14 54 0 30 Aug 2022
Heterogeneous Data-Centric Architectures for Modern Data-Intensive Applications: Case Studies in Machine Learning and Databases Geraldo F. Oliveira Amirali Boroumand Saugata Ghose Juan Gómez Luna O. Mutlu 26 7 0 29 May 2022
SparseP: Towards Efficient Sparse Matrix Vector Multiplication on Real Processing-In-Memory Systems Christina Giannoula Ivan Fernandez Juan Gómez Luna N. Koziris G. Goumas O. Mutlu MoE 16 26 0 13 Jan 2022
Automatic Mapping of the Best-Suited DNN Pruning Schemes for Real-Time Mobile Acceleration Yifan Gong Geng Yuan Zheng Zhan Wei Niu Zhengang Li ... Sijia Liu Bin Ren Xue Lin Xulong Tang Yanzhi Wang 20 10 0 22 Nov 2021
Resistive Neural Hardware Accelerators Kamilya Smagulova M. Fouda Fadi J. Kurdahi K. Salama A. Eltawil 23 11 0 08 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 20 32 0 03 Sep 2021