10 code implementations • 18 May 2018 • George Papamakarios, David C. Sterratt, Iain Murray
We present Sequential Neural Likelihood (SNL), a new method for Bayesian inference in simulator models, where the likelihood is intractable but simulating data from the model is possible.
1 code implementation • 18 Nov 2014 • David C. Sterratt, Oksana Sorokina, J. Douglas Armstrong
To construct models of synaptic plasticity with realistic numbers of proteins, we aim to combine rule-based models of molecular interactions in the synaptic proteome with compartmental models of the electrical activity of neurons.
Neurons and Cognition