Xcel-RAM: Accelerating Binary Neural Networks in High-Throughput SRAM Compute Arrays

@article{Agrawal2018XcelRAMAB,
  title={Xcel-RAM: Accelerating Binary Neural Networks in High-Throughput SRAM Compute Arrays},
  author={Amogh Agrawal and Akhilesh Jaiswal and Bing Han and Gopalakrishnan Srinivasan and Kaushik Roy},
  journal={CoRR},
  year={2018},
  volume={abs/1807.00343}
}
Deep neural networks are biologically-inspired class of algorithms that have recently demonstrated state-of-the-art accuracies involving large scale classification and recognition tasks. Hardware acceleration of deep networks is of paramount importance to ensure their ubiquitous presence in future computing platforms. Indeed, a major landmark that enables… CONTINUE READING