The effects of within-neuron degree correlations in networks of spiking neurons
Sign Up to like & getrecommendations! Published in 2020 at "Biological Cybernetics"
DOI: 10.1007/s00422-020-00822-0
Abstract: We consider the effects of correlations between the in- and out-degrees of individual neurons on the dynamics of a network of neurons. By using theta neurons, we can derive a set of coupled differential equations… read more here.
Keywords: networks spiking; degree correlations; correlations networks; within neuron ... See more keywords
Covariance Decomposition as a Universal Limit on Correlations in Networks
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Information Theory"
DOI: 10.1109/tit.2021.3119651
Abstract: Parties connected to independent sources through a network can generate correlations among themselves. Notably, the space of feasible correlations for a given network, depends on the physical nature of the sources and the measurements performed… read more here.
Keywords: correlations networks; universal limit; limit correlations; covariance ... See more keywords