169 citations · 212 across the 3 of their papers we have counts for
3 papers
cs.IT2022★ 39 cited
A comparison of partial information decompositions using data from real and simulated layer 5b pyramidal cells
Jim W. Kay, Jan M. Schulz, W. A. Phillips
Partial information decomposition allows the joint mutual information between an output and a set of inputs to be divided into components that are synergistic or shared or unique t…
cs.IT2018★ 4 cited
Contrasting information theoretic decompositions of modulatory and arithmetic interactions in neural information processing systems
Jim W. Kay, William A. Phillips
Biological and artificial neural systems are composed of many local processors, and their capabilities depend upon the transfer function that relates each local processor's outputs…
q-bio.NC2015★ 169 cited
Partial Information Decomposition as a Unified Approach to the Specification of Neural Goal Functions
Michael Wibral, Viola Priesemann, Jim W. Kay +2
In many neural systems anatomical motifs are present repeatedly, but despite their structural similarity they can serve very different tasks. A prime example for such a motif is th…