310 citations · 648 across the 17 of their papers we have counts for
17 papers
A Zipf-preserving, long-range correlated surrogate for written language and other symbolic sequences
Marcelo A. Montemurro, Mirko Degli Esposti
Symbolic sequences such as written language and genomic DNA display characteristic frequency distributions and long-range correlations extending over many symbols. In language, thi…
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…
FPGA Hardware Acceleration of Monte Carlo Simulations for the Ising Model
Francisco Ortega-Zamorano, Marcelo A. Montemurro, Sergio A. Cannas +2
A two-dimensional Ising model with nearest-neighbors ferromagnetic interactions is implemented in a Field Programmable Gate Array (FPGA) board.Extensive Monte Carlo simulations wer…
Complexity and universality in the long-range order of words
Marcelo A Montemurro, Damián H Zanette
As is the case of many signals produced by complex systems, language presents a statistical structure that is balanced between order and disorder. Here we review and extend recent…
Linking dynamical and functional properties of intrinsically bursting neurons
Inés Samengo, Germán Mato, Daniel H. Elijah +2
Several studies have shown that bursting neurons can encode information in the number of spikes per burst: As the stimulus varies, so does the length of individual bursts. The repr…
Towards the quantification of the semantic information encoded in written language
Marcelo A. Montemurro, Damian Zanette
Written language is a complex communication signal capable of conveying information encoded in the form of ordered sequences of words. Beyond the local order ruled by grammar, sema…