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Research area

Neural Computation

We explore biologically inspired computation and the mathematical foundations — algorithms, theory, and neuromorphic ideas — that underpin next-generation intelligence.

Overview

Nature computes differently than our machines. Our neural computation group studies brain-inspired architectures, neuromorphic principles, and models of cognition, alongside the algorithmic and theoretical foundations that cut across all of our work. This is the connective tissue of the lab: the mathematics of learning, computation, and information that links quantum, AI, and robotics research together.

Focus areas

  • Neuromorphic & spiking models
  • Theoretical foundations of learning
  • Models of cognition & memory
  • Algorithms & computational theory
  • Energy-efficient computation
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