Song Han

Massachusetts Institute of Technology

Assistant Professor

Department of Electrical Engineering and Computer Science

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Research Area

#Computer science#Artificial intelligence#Artificial neural network#Computer engineering#Deep learning#Field-programmable gate array#Inference#Computer hardware#Convolutional neural network#Speedup

SCIE paper information

Papers relevant to ‘Computer science’: 10

Research performance of SCIE papers matching with ‘Computer science’

Citations of SCIE papers SCIE papers 08k16k24k32k40k070140210280350420490560

*Papers published between 2014 and 2020 were selected, and the citation number was determined by bing.com.

  • Angel-Eye: A Complete Design Flow for Mapping CNN Onto Embedded FPGA

    2018/01 IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS 2.402 Impact Factor 246 citations

    Kaiyuan Guo, Lingzhi Sui, Jiantao Qiu, Jincheng Yu, Junbin Wang, Song Yao, Song Han, Yu Wang, Huazhong Yang

    DOI : 10.1109/TCAD.2017.2705069

  • Software-Hardware Codesign for Efficient Neural Network Acceleration

    2017/03 IEEE MICRO 1.913 Impact Factor 50 citations

    Kaiyuan Guo, Song Han, Song Yao, Yu Wang, Yuan Xie, Huazhong Yang

    DOI : 10.1109/MM.2017.39

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Papers for author ‘Song Han’: 11

Number of published SCIE papers by year

024682015201720182020
H-index 6
Number of NCS papers 0

*Papers published between 2014 and 2020 were selected, and the citation number was determined by bing.com.

  • Angel-Eye: A Complete Design Flow for Mapping CNN Onto Embedded FPGA

    2018/01 IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS 2.402 Impact Factor 246 citations

    Kaiyuan Guo, Lingzhi Sui, Jiantao Qiu, Jincheng Yu, Junbin Wang, Song Yao, Song Han, Yu Wang, Huazhong Yang

    DOI : 10.1109/TCAD.2017.2705069

  • Fast inference of deep neural networks in FPGAs for particle physics

    2018/04 JOURNAL OF INSTRUMENTATION 1.366 Impact Factor 133 citations

    Javier Duarte, Edward Kreinar, Maurizio Pierini, Nhan Tran, Benjamin Kreis, Zhenbin Wu, Sergo Robert Jindariani, Song Han, Jennifer Ngadiuba, Philip Harris, Ryan Rivera

    DOI : 10.1088/1748-0221/13/07/P07027

How can I correct errors in PhD.GO?

conference information

Papers relevant to ‘Computer science’: 25

Research performance of Top-tier Conference matching with ‘Computer science’

Citations of Top-tier Conference Top-tier Conference paper(s) 020k40k60k80k100k0306090120150180210240

*Papers published between 2014 and 2020 were selected, and the citation number was determined by bing.com.

  • Learning both weights and connections for efficient neural networks

    2015/12 NEURIPS Top-tier Conference 3209 citations

    Song Han, Jeff Pool, John Tran, William J. Dally

  • EIE: efficient inference engine on compressed deep neural network

    2016/06 ISCA Top-tier Conference 1665 citations

    Song Han, Xingyu Liu, Huizi Mao, Jing Pu, Ardavan Pedram, Mark Horowitz, William J. Dally

    DOI : 10.1145/3007787.3001163

How can I correct errors in PhD.GO?


Papers for author ‘Song Han’: 25

Number of published Top-tier Conference by year

036912201520162017201820192020
Top-tier Conference 25

*Papers published between 2014 and 2020 were selected, and the citation number was determined by bing.com.

  • Learning both weights and connections for efficient neural networks

    2015/12 NEURIPS Top-tier Conference 3209 citations

    Song Han, Jeff Pool, John Tran, William J. Dally

  • EIE: efficient inference engine on compressed deep neural network

    2016/06 ISCA Top-tier Conference 1665 citations

    Song Han, Xingyu Liu, Huizi Mao, Jing Pu, Ardavan Pedram, Mark Horowitz, William J. Dally

    DOI : 10.1145/3007787.3001163

How can I correct errors in PhD.GO?