A universal probabilistic spike count model reveals ongoing modulation of neural variability in head direction cell activity in mice
David Liu · University of Cambridge
Wed, Oct 27, 2021 · 16:00 UTC
Neural responses are variable: even under identical experimental conditions, single neuron and population responses typically differ from trial to trial and across time. Recent work has demonstrated that this variability has predictable structure, can be modulated by sensory input and behaviour, and bears critical signatures of the underlying network dynamics and computations. However, current methods for characterising neural variability are primarily geared towards sensory coding in the laboratory: they require trials with repeatable experimental stimuli and behavioural covariates. In additi