97 citations · 140 across the 7 of their papers we have counts for
7 papers
Recurrence times, waiting times and universal entropy production estimators
Giampaolo Cristadoro, Mirko Degli Esposti, Vojkan Jakšić +1
The universal typical-signal estimators of entropy and cross entropy based on the asymptotics of recurrence and waiting times play an important role in information theory. Building…
Dynamics of transposable elements generates structure and symmetries in genetic sequences
Giampaolo Cristadoro, Mirko Degli Esposti, Eduardo G. Altmann
Genetic sequences are known to possess non-trivial composition together with symmetries in the frequencies of their components. Recently, it has been shown that symmetry and struct…
Natural Language Statistical Features of LSTM-generated Texts
Marco Lippi, Marcelo A Montemurro, Mirko Degli Esposti +1
Long Short-Term Memory (LSTM) networks have recently shown remarkable performance in several tasks dealing with natural language generation, such as image captioning or poetry comp…
The common origin of symmetry and structure in genetic sequences
Giampaolo Cristadoro, Mirko Degli Esposti, Eduardo G. Altmann
Biologists have long sought a way to explain how statistical properties of genetic sequences emerged and are maintained through evolution. On the one hand, non-random structures at…
Characterization of DNA methylation as a function of biological complexity via dinucleotide inter-distances
Giulia Paci, Giampaolo Cristadoro, Barbara Monti +4
We perform a statistical study of the distances between successive occurrencies of a given dinucleotide in the DNA sequence for a number of organisms of different complexity. Our a…
Generalized Farey trees, transfer Operators and phase transitions
Mirko Degli Esposti, Stefano Isola, Andreas Knauf
We consider a family of Markov maps on the unit interval, interpolating between the tent map and the Farey map. The latter map is not uniformly expanding. Each map being composed o…