302 citations · 458 across the 6 of their papers we have counts for
4 papers · 1 filter
From Signals to Trajectories: A Primer on Low-Dimensional Dynamics in Human EEG and MEG
Vanessa Hadid, Hamza Abdelhedi, Annalisa Pascarella +3
Neural activity unfolds not as a set of independent signals, but as a coordinated dynamical process that can be described as a point moving through a high-dimensional state space.…
Macroscopic Dynamics of Neural Networks with Heterogeneous Spiking Thresholds
Richard Gast, Sara A. Solla, Ann Kennedy
Mean-field theory links the physiological properties of individual neurons to the emergent dynamics of neural population activity. These models provide an essential tool for studyi…
Effects of Neural Heterogeneity on Spiking Neural Network Dynamics
Richard Gast, Sara A. Solla, Ann Kennedy
The brain is composed of complex networks of interacting neurons that express considerable heterogeneity in their physiology and spiking characteristics. How does neural heterogene…
Many Attractors, Long Chaotic Transients, and Failure in Small-World Networks of Excitable Neurons
Hermann Riecke, Alex Roxin, Santiago Madruga +1
We study the dynamical states that emerge in a small-world network of recurrently coupled excitable neurons through both numerical and analytical methods. These dynamics depend in…