Multiple timescale dynamics of network adaptation with constraints.
Sign Up to like & getrecommendations! Published in 2025 at "Chaos"
DOI: 10.1063/5.0289706
Abstract: Adaptive network dynamical systems describe the co-evolution of dynamical quantities on the nodes and the dynamics of the network connections themselves. For dense networks of many nodes, the resulting dynamics are typically high-dimensional. Here, we… read more here.
Keywords: adaptation; dynamical systems; network adaptation; dynamics network ... See more keywords
Spiking, Bursting, and Population Dynamics in a Network of Growth Transform Neurons
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Transactions on Neural Networks and Learning Systems"
DOI: 10.1109/tnnls.2017.2695171
Abstract: This paper investigates the dynamical properties of a network of neurons, each of which implements an asynchronous mapping based on polynomial growth transforms. In the first part of this paper, we present a geometric approach… read more here.
Keywords: network; dynamics network; spiking bursting; population dynamics ... See more keywords