FracBNN: Accurate and FPGA-Efficient Binary Neural Networks with Fractional Activations

Document Details

Document Type
Pub Defense Publication
Publication Date
Feb 17, 2021
Source ID
10.1145/3431920.3439296

Entities

People

  • Deming Chen
  • Hongzheng Chen
  • Junhao Pan
  • Xinheng Liu
  • Yichi Zhang
  • Zhiru Zhang

Organizations

  • Cornell University
  • Defense Advanced Research Projects Agency
  • National Science Foundation
  • Semiconductor Research Corporation
  • Sun Yat-sen University
  • University of Illinois Urbana–Champaign
  • Xilinx

Tags

Technology Areas

  • AI & ML
  • AI & ML - Machine Learning Algorithms
  • AI & ML - Neural Networks