Tanji: a General-purpose Neural Network Accelerator with Unified Crossbar Architecture

被引：5
|
作者：
Zhu, Haozhe [1 ]
Wang, Yu [1 ]
Shi, C. -J. Richard [1 ,2 ]
机构：
[1] Fudan Univ, Shanghai, Peoples R China
[2] Univ Washington, Elect & Comp Engn, Seattle, WA 98195 USA
来源：
IEEE DESIGN & TEST | 2020年 / 37卷 / 01期
关键词：
Computer architecture; Neural networks; Convolution; Kernel; System-on-chip; Bandwidth; Unicast; Neural network accelerator; multi-type neural network; deep learning; crossbar architecture;
D O I：
10.1109/MDAT.2019.2952329
中图分类号：
TP3 [计算技术、计算机技术];
学科分类号：
0812 ;
摘要：
Editor's note: TK
引用
收藏
页码：56 / 63
页数：8
相关论文
共 50 条
  • [1] A GENERAL-PURPOSE DIGITAL ARCHITECTURE FOR NEURAL NETWORK SIMULATIONS
    DURANTON, M
    MAUDUIT, N
    [J]. FIRST IEE INTERNATIONAL CONFERENCE ON ARTIFICIAL NEURAL NETWORKS, 1989, : 62 - 66
  • [2] Towards General-Purpose Neural Network Computing
    Eldridge, Schuyler
    Appavoo, Jonathan
    Joshi, Ajay
    Waterland, Amos
    Seltzer, Margo
    [J]. 2015 INTERNATIONAL CONFERENCE ON PARALLEL ARCHITECTURE AND COMPILATION (PACT), 2015, : 99 - 112
  • [3] A General-Purpose Transferable Predictor for Neural Architecture Search
    Han, Fred X.
    Mills, Keith G.
    Chudak, Fabian
    Riahi, Parsa
    Salameh, Mohammad
    Zhang, Jialin
    Lul, Wei
    Jui, Shangling
    Niu, Di
    [J]. PROCEEDINGS OF THE 2023 SIAM INTERNATIONAL CONFERENCE ON DATA MINING, SDM, 2023, : 721 - 729
  • [4] STT-RAM Buffer Design for Precision-Tunable General-Purpose Neural Network Accelerator
    Song, Lili
    Wang, Ying
    Han, Yinhe
    Li, Huawei
    Cheng, Yuanqing
    Li, Xiaowei
    [J]. IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS, 2017, 25 (04) : 1285 - 1296
  • [5] A General-Purpose Neural Architecture Search Algorithm for Building Deep Neural Networks
    Zito, Francesco
    Cutello, Vincenzo
    Pavone, Mario
    [J]. METAHEURISTICS, MIC 2024, PT II, 2024, 14754 : 126 - 141
  • [6] A general purpose parallel neural network architecture
    Margaris, A.
    Rourneliotis, M.
    [J]. RECENT PROGRESS IN COMPUTATIONAL SCIENCES AND ENGINEERING, VOLS 7A AND 7B, 2006, 7A-B : 358 - 361
  • [7] STRUCTURE AND APPLICATION OF NNSIM - A GENERAL-PURPOSE NEURAL NETWORK SIMULATOR
    NIJHUIS, J
    SPAANENBURG, L
    WARKOWSKI, F
    [J]. MICROPROCESSING AND MICROPROGRAMMING, 1989, 27 (1-5): : 189 - 194
  • [8] A general-purpose neural network with on-chip BP learning
    Lu, C
    Shi, BX
    Chen, L
    [J]. 2002 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS, VOL II, PROCEEDINGS, 2002, : 520 - 523
  • [9] A GENERAL-PURPOSE PIPELINED RING ARCHITECTURE
    VONDERHEIDE, K
    [J]. LECTURE NOTES IN COMPUTER SCIENCE, 1986, 237 : 198 - 205
  • [10] GPGCN: A General-Purpose Graph Convolution Neural Network Accelerator Based on RISC-V ISA Extension
    Tang, Wenkai
    Zhang, Peiyong
    [J]. ELECTRONICS, 2022, 11 (22)
12345