RESEARCH

Robust Feature Learning based on Novel Self-Organization and Reservoir Networks
  • Department of Information Science and Technology, Graduate School of Information Science and Electrical Engineering
  • 07 AFFORDABLE AND CLEAN ENERGY
  • 09 INDUSTRY, INNOVATION AND INFRASTRUCTURE

Traditional deep learning algorithms usually lack of robustness and adaptivity, and more importantly, they are suffering from vulnerable to adversarial attacks. Here we propose a novel learning paradi [...]

Research keywords

  • Adaptive Learning
  • Robustness
  • Bio-inspired Learning
  • Dynamical systems
  • Self-organization