Poster: "Quantifying the complexity of the mechanisms that might lead to sleep disorders in Down syndrome mices"

ROMAN BARAVALLE; MATTEO FALAPPA, VALTER TUCCI, LAURA CANCEDDA, MARIA BOLLA; FERNANDO MONTANI

Congreso; StatPhys27; 2019

Our aim is to characterize the complexity of different drug treatments, providing a causal mapping of the dynamical activities of the neuronal tissues. We estimatethe intrinsic correlational structure of the signals within the causality entropy-complexity and entropy-Fisher information planes using a subtle informationtheoretical approach accounting for the causality of the signal and the neuronal network. Our finnding allows us to characterize and differentiate the dynamicsof the treatments and might provide some biophysical basis that could be of help to identify the origin of neuronal sleep disorders in Down syndrome.