569 citations · 6.9k across the 127 of their papers we have counts for
130 papers
Unveiling the intrinsic dynamics of biological and artificial neural networks: from criticality to optimal representations
Guillermo B. Morales, Serena Di Santo, Miguel A. Muñoz
Deciphering the underpinnings of the dynamical processes leading to information transmission, processing, and storing in the brain is a crucial challenge in neuroscience. An inspir…
Stochastic trade-offs and the emergence of diversification in E. coli evolution experiments
Roberto Corral López, Samir Suweis, Sandro Azaele +1
Laboratory experiments with bacterial colonies, under well-controlled conditions often lead to evolutionary diversification, where at least two ecotypes emerge from an initially mo…
Sparse species interactions reproduce abundance correlation patterns in microbial communities
José Camacho-Mateu, Aniello Lampo, Matteo Sireci +2
During the last decades macroecology has identified broad-scale patterns of abundances and diversity of microbial communities and put forward some potential explanations for them.…
Unconventional criticality, scaling breakdown, and diverse universality classes in the Wilson-Cowan model of neural dynamics
Helena Christina Piuvezam, Bóris Marin, Mauro Copelli +1
The Wilson-Cowan model constitutes a paradigmatic approach to understanding the collective dynamics of networks of excitatory and inhibitory units. It has been profusely used in th…
Anomalous finite-size scaling in higher-order processes with absorbing states
Alessandro Vezzani, Miguel A. Muñoz, Raffaella Burioni
We study standard and higher-order birth-death processes on fully connected networks, within the perspective of large-deviation theory (also referred to as Wentzel-Kramers-Brilloui…
Autocorrelations from emergent bistability in homeostatic spiking neural networks on neuromorphic hardware
Benjamin Cramer, Markus Kreft, Sebastian Billaudelle +9
A unique feature of neuromorphic computing is that memory is an implicit part of processing through traces of past information in the system's collective dynamics. The extent of me…