4 papers
Adaptive conduction delays and phase locking in spiking Haken Lighthouse networks
Stephen Coombes, Rüdiger Thul, Stefan Ruschel +1
We develop a theory of phase-locked activity in delayed spiking networks using the Haken Lighthouse model as an analytically tractable event-based description of neural dynamics. F…
Network Attractors driven by Time-Delay Plasticity
Stefan Ruschel, Emanuil Hristov, Hil G. E. Meijer +2
We develop a framework for collective frequency selection and attractor formation by means of delay plasticity. Specifically, we consider adaptive axonal delays (AADs), motivated b…
Synchrony in firing rate neural networks with multiple delays: A harmonic balance approach
S Coombes, H G E Meijer
Networks of neural mass nodes with delayed interactions are increasingly being used as models for large-scale brain activity. To complement the growing number of computational stud…
Revisiting the Haken Lighthouse Model
S Coombes
Simple spiking neural network models, such as those built from interacting integrate-and-fire (IF) units, exhibit rich emergent behaviours but remain notoriously difficult to analy…