Archive for numerical simulator

simulation-based inference for neuroscience [One World ABC seminar]

Posted in Books, pictures, Statistics, University life with tags , , , , , , , on April 26, 2021 by xi'an

The next One World ABC seminar will take place on Thursday at 11:30, UK time, and will broadcast a talk by Jakob Macke on Simulation-based inference for neuroscience. Here is the abstract

Neuroscience research makes extensive use of mechanistic models of neural dynamics — these models are often implemented through numerical simulators, requiring the use of simulation-based approaches to statistical inference. I will talk about our recent work on developing simulation based inference-methods using flexible density estimators parameterised with neural networks, our efforts on benchmarking these approaches, and applications to modelling problems in neuroscience.

Remember you need to register beforehand to receive the access code!