Noise-induced macroscopic oscillations in a network of synaptically coupled quadratic integrate-and-fire neurons.
Sign Up to like & getrecommendations! Published in 2019 at "Physical Review E"
DOI: 10.1103/physreve.100.052211
Abstract: We consider the effect of small independent local noise on a network of quadratic integrate-and-fire neurons, globally coupled via synaptic pulses of finite width. The Fokker-Planck equation for a network of infinite size is reduced… read more here.
Keywords: network; oscillations network; fire neurons; integrate fire ... See more keywords
Symmetry breaking in two interacting populations of quadratic integrate-and-fire neurons.
Sign Up to like & getrecommendations! Published in 2017 at "Physical Review E"
DOI: 10.1103/physreve.96.042212
Abstract: We analyze the dynamics of two coupled identical populations of quadratic integrate-and-fire neurons, which represent the canonical model for class I neurons near the spiking threshold. The populations are heterogeneous; they include both inherently spiking… read more here.
Keywords: populations quadratic; fire neurons; quadratic integrate; integrate fire ... See more keywords
Direct Signal Encoding With Analog Resonate-and-Fire Neurons
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Access"
DOI: 10.1109/access.2023.3278098
Abstract: Sensors are an essential element in a wide range of applications. As the number of sensors increases, so does the amount of data collected with them. This raises the challenge of efficiently processing this data.… read more here.
Keywords: fire neurons; encoding analog; analog; resonate fire ... See more keywords