The Leaky Integrate-and-Fire Neuron Is a Change-Point Detector for Compound Poisson Processes
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Animal nervous systems can detect changes in their environments within hundredths of a second. They do so by discerning abrupt shifts in sensory neural activity. Many neuroscience studies have employed change-point detection (CPD) algorithms to estimate such a... ...
