100 citations · 169 across the 7 of their papers we have counts for
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The Computational Structure of Spike Trains
Robert Haslinger, Kristina Lisa Klinkner, Cosma Rohilla Shalizi
Neurons perform computations, and convey the results of those computations through the statistical structure of their output spike trains. Here we present a practical method, groun…
Discovering Functional Communities in Dynamical Networks
Cosma Rohilla Shalizi, Marcelo F. Camperi, Kristina Lisa Klinkner
Many networks are important because they are substrates for dynamical systems, and their pattern of functional connectivity can itself be dynamic -- they can functionally reorganiz…
Measuring Shared Information and Coordinated Activity in Neuronal Networks
Kristina Lisa Klinkner, Cosma Rohilla Shalizi, Marcelo F. Camperi
Most nervous systems encode information about stimuli in the responding activity of large neuronal networks. This activity often manifests itself as dynamically coordinated sequenc…