Research

  • In-Memory Computing
    • Non-Volatile In-Memory Processing Unit: Memory, In-Memory Logic and Deep Neural Network
    • AlignMEM: Fast and Efficient DNA Sequence Alignment in Non-Volatile Magnetic RAM
  • Neuromorphic Computing
    • Ultra-Low Energy Brain-Inspired Computing using Nanoscale Emerging Spintronic Devices
    • 3D nanotubular metal-insulator-metal memristors for neuro-inspired artificial intelligence
    • Self-Sustained Spin-Transfer Torque Devices based Brain-inspired Processor Powered by Energy Harvesting Technology for Internet of Things Applications
  • AI Security
    • Towards Robust Deep Learning Systems Against Adversarial Attacks
  • AI IoT, Cyber Physical System
    • A Secure, Trustworthy, and Reliable Air Quality Monitoring System for Smart and Connected Communities