Spike-to-excite: photosensitive seizures in biologically-realistic spiking neural networks
Luke Taylor,
Melissa Claire Maaike Fasol
Abstract:Photosensitive Epilepsy (PE) is a neurological disorder characterized by seizures triggered by harmful visual stimuli, such as flashing lights and high-contrast patterns. The mechanisms underlying PE remain poorly understood, and to date, no computational model has captured the phenomena associated with this condition. Biologically detailed spiking networks trained for efficient prediction of natural scenes have been shown to capture V1-like characteristics. Here, we show that these models display seizure-like… Show more
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