Matthieu K. Chardon

This study develops reverse engineering techniques to identify synaptic inputs from neuron firing patterns using supercomputers, showing they can accurately reconstruct input combinations with 75-90% variance accounted for.

This study identifies and characterizes a new postural motor response to spinal cord stimulation called LEAP, which has potential for clinical applications in motor disorders.

The paper introduces a Bayesian MCMC method with adaptive parallel tempering to estimate parameters and quantify uncertainty in Hodgkin-Huxley neuron models using voltage trace data.