Zhimeng Dong

Gaussian process-based dynamic eigenvalues as early warning signals for neuronal firing activity

Abrupt transitions in neuronal dynamics, including changes from resting to repetitive spiking, can be viewed as critical transitions in nonlinear systems. Anticipating these transitions from voltage time series is difficult because governing equations are often unavailable. Class...