86 citations · 432 across the 20 of their papers we have counts for
20 papers
Information thermodynamics: from physics to neuroscience
Jan Karbowski
This paper provides a perspective on applying the concepts of information thermodynamics, developed recently in non-equilibrium statistical physics, to problems in theoretical neur…
Cooperativity, information gain, and energy cost during early LTP in dendritic spines
Jan Karbowski, Paulina Urban
We investigate a mutual relationship between information and energy during early phase of LTP induction and maintenance in a large-scale system of mutually coupled dendritic spines…
Bounds on the rates of statistical divergences and mutual information via stochastic thermodynamics
Jan Karbowski
Statistical divergences are important tools in data analysis, information theory, and statistical physics, and there exist well known inequalities on their bounds. However, in many…
Explicit mutual information for simple networks and neurons with lognormal activities
Maurycy Chwiłka, Jan Karbowski
Networks with stochastic variables described by heavy tailed lognormal distribution are ubiquitous in nature, and hence they deserve an exact information-theoretic characterization…
Deciphering neural circuits for Caenorhabditis elegans behavior by computations and perturbations to genome and connectome
Jan Karbowski
{\it Caenorhabditis elegans} nematode worms are the only animals with the known detailed neural connectivity diagram, well characterized genomics, and relatively simple quantifiabl…
Metabolic constraints on synaptic learning and memory
Jan Karbowski
Dendritic spines, the carriers of long-term memory, occupy a small fraction of cortical space, and yet they are the major consumers of brain metabolic energy. What fraction of this…