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