Over the last decade topological analysis has been established as a new tool for analysis of spiking data.

Today's guest has been a pioneer in adapting this mathematical technique for use in our field and explains concepts and example applications.

We also also talk about so-called threshold-linear network model, a generalization of Hopfield networks exhibiting a much richer dynamics, where Carina has done some exciting mathematical explorations