activity
20062022
most citedNonnegative Decomposition of Multivariate Information

278 citations · 414 across the 9 of their papers we have counts for

collaborators

9 papers

nlin.CG2022★ 1 cited

Cultivating the Garden of Eden

Randall D. Beer

Garden of Eden (GOE) states in cellular automata are grid configurations which have no precursors, that is, they can only occur as initial conditions. Finding individual configurat…

q-bio.NC2021★ 12 cited

The Global Structure of Codimension-2 Local Bifurcations in Continuous-Time Recurrent Neural Networks

Randall D. Beer

If we are ever to move beyond the study of isolated special cases in theoretical neuroscience, we need to develop more general theories of neural circuits over a given neural model…

nlin.CG2017★ 3 cited

Computing Aggregate Properties of Preimages for 2D Cellular Automata

Randall D. Beer

Computing properties of the set of precursors of a given configuration is a common problem underlying many important questions about cellular automata. Unfortunately, such computat…

q-bio.NC2017★ 2 cited

Potential role of a ventral nerve cord central pattern generator in forward and backward locomotion in Caenorhabditis elegans

Erick Olivares, Eduardo J. Izquierdo, Randall D. Beer

Despite the relative simplicity of C. elegans, its locomotion machinery is not yet well understood. We focus on the generation of dorsoventral body bends. While central pattern gen…

q-bio.NC2015★ 39 cited

Information flow through a model of the C. elegans klinotaxis circuit

Eduardo J. Izquierdo, Paul L. Williams, Randall D. Beer

Understanding how information about external stimuli is transformed into behavior is one of the central goals of neuroscience. Here we characterize the information flow through a c…

physics.data-an2011★ 57 cited

Generalized Measures of Information Transfer

Paul L. Williams, Randall D. Beer

Transfer entropy provides a general tool for analyzing the magnitudes and directions---but not the \emph{kinds}---of information transfer in a system. We extend transfer entropy in…