Cognitive sensor nodes and systems

Contact: Charlotte Frenkel

Key research directions of the cognitive sensor nodes and systems group include:

  • digital neuromorphic integrated circuits and machine learning accelerators
  • bio-plausible training algorithms and plasticity mechanisms
  • hardware-algorithm co-design for low-cost on-chip learning and adaptation
  • emerging memory devices as an efficient substrate for bio-plausible computation and memory
  • whole-chain aspects from sensing to decision for autonomous sensorimotor agents