I am a University Lecturer in the Computational and Biological Learning Lab (CBL) at Cambridge University, UK. Previously, I was a postdoctoral fellow in Máté Lengyel's group, also in Cambridge, and obtained a PhD from the EPFL (Switzerland) where I was working in Wulfram Gerstner's lab (LCN).
I am also a fellow of Pembroke College.
I'm a theoretical neuroscientist, generally interested in understanding how neurons work together to produce behaviour. I use methods from stochastic dynamical systems and control theory, together with statistical / machine learning approaches, to build and analyse model brain networks that learn to solve computational tasks. I am becoming increasingly interested in motor control.
My research highlights the role of the excitation/inhibition balance observed in the cortex, which we have recently suggested could be much tighter than previously thought, giving rise to interesting transient dynamics with potential functional roles — see Publications.
I also maintain an active interest in synaptic plasticity: how it shapes the dynamics of recurrent networks, and its role in learning to perform complex computations.
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