218 citations · 303 across the 12 of their papers we have counts for
12 papers
From Berg-Purcell precision bounds to clock-limited information capacity
Michał Komorowski
Physical limits to chemical sensing are traditionally expressed as Berg-Purcell bounds on estimation accuracy. Whether these bounds also limit the total amount of information a mol…
Closed-Form Information Capacity of Canonical Signaling Models
Michał Komorowski
We employ a unified framework for computing the information capacity of biological signaling systems using Fisher Information. By deriving closed-form or easily computable informat…
ToFFi -- Toolbox for Frequency-based Fingerprinting of Brain Signals
Michał K. Komorowski, Krzysztof Rykaczewski, Tomasz Piotrowski +5
Spectral fingerprints (SFs) are unique power spectra signatures of human brain regions of interest (ROIs, Keitel & Gross, 2016). SFs allow for accurate ROI identification and can s…
Information-theoretic analysis of multivariate single - cell signaling responses using SLEMI
Tomasz Jetka, Tomasz Winarski, Karol Nienaltowski +2
Mathematical methods of information theory constitute essential tools to describe how stimuli are encoded in activities of signaling effectors. Exploring the information-theoretic…
Random Binary Trees for Approximate Nearest Neighbour Search in Binary Space
Michal Komorowski, Tomasz Trzcinski
Approximate nearest neighbour (ANN) search is one of the most important problems in computer science fields such as data mining or computer vision. In this paper, we focus on ANN f…
Quantifying intrinsic and extrinsic noise in gene transcription using the linear noise approximation: An application to single cell data
Bärbel Finkenstädt, Dan J. Woodcock, Michal Komorowski +4
A central challenge in computational modeling of dynamic biological systems is parameter inference from experimental time course measurements. However, one would not only like to i…