23 citations · 103 across the 17 of their papers we have counts for
4 papers · 1 filter
Mutual Information in High-Dimensional Neural Coding
Zimo Li, Yuchang Tian, Matthew P. Leighton +1
Estimating mutual information in large neural populations is limited by the exponential growth of possible neural response patterns. Here we apply a Monte Carlo framework to make t…
A behavior-environment information loop drives sensory navigation
Kevin S. Chen, Matthew P. Leighton, Damon A. Clark +1
As organisms navigate the environment to locate critical resources, their behavioral actions must be tightly coupled to their sensory inputs. Here, we introduce an information-theo…
On the Information Required for Feedback Control
Matthew P. Leighton, Jose M. Betancourt, Thierry Emonet +2
Biological systems across scales, along with many engineering problems, must control noisy systems with limited information. Here we study information-limited feedback control of s…
Will a Large Complex System be a Maxwell Demon?
Matthew P Leighton
Emerging evidence suggests that physical systems operating as Maxwell demons, in which some subsystem of a larger system extracts heat energy from its environment in an apparent lo…