Swagath Venkataramani

Publications

• Compensated-DNN: Energy efficient low-precision deep neural networks by compensating quantization errors

  • • Shubham Jain
    • Swagath Venkataramani
    • et al.
  • 2018
  • DAC 2018

• Exploiting approximate computing for deep learning acceleration

  • • Chia-Yu Chen
    • Jungwook Choi
    • et al.
  • 2018
  • DATE 2018

• Very low voltage (VLV) design

  • • Ramon Bertran
    • Pradip Bose
    • et al.
  • 2017
  • ICCD 2017

• POSTER: Design Space Exploration for Performance Optimization of Deep Neural Networks on Shared Memory Accelerators

  • • Swagath Venkataramani
    • Jungwook Choi
    • et al.
  • 2017
  • PACT 2017

• Scaledeep: A scalable compute architecture for learning and evaluating deep networks

  • • Swagath Venkataramani
    • Ashish Ranjan
    • et al.
  • 2017
  • ISCA 2017

• INVITED: Accelerator Design for Deep Learning Training: Extended Abstract: Invited

  • • Ankur Agrawal
    • Chia-Yu Chen
    • et al.
  • 2017
  • DAC 2017