Research Projects

  • Application Mapping for Scalable In-Memory Computing (IMC) (2018 - )
    • Neural network (NN) mapping flow from network design to IMC-based accelerator
    Large-Scale Sensing and AI Technologies for Smart Interactive Environments (2017 - )
    • Activity recognition, action planning, reinforcement learning using physically-expansive sensing systems
  • Environmental Sound Identification Using Physically-Expansive Sensing System (2016 - 2017)
    • Sound identification using sound source direction, transfer learning, and genetic programming