4.5 Article

Quantitative properties of the creation and activation of a cell-intrinsic duration-encoding engram

Journal

FRONTIERS IN COMPUTATIONAL NEUROSCIENCE
Volume 16, Issue -, Pages -

Publisher

FRONTIERS MEDIA SA
DOI: 10.3389/fncom.2022.1019812

Keywords

Shannon information; timing; cerebellum; classical conditioning; Purkinje cell; reinforcement learning

Funding

  1. Swedish Research Council [2018-03191, 2019-02034, 2020-01468]
  2. ake Wiberg Foundation [M19-0375]
  3. Magnus Bergvall Foundation
  4. Swedish Brain Foundation
  5. NSF Graduate Research Fellowship [1644760]
  6. Vinnova [2019-02034, 2018-03191] Funding Source: Vinnova
  7. Swedish Research Council [2018-03191, 2020-01468, 2019-02034] Funding Source: Swedish Research Council
  8. Formas [2019-02034] Funding Source: Formas

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The encoding of the interval between CS and US in eyeblink conditioning is mainly located within a small population of cerebellar Purkinje cells, where CS triggers a pause in spontaneous firing rate to time the blink. A Bayesian algorithm can be used to identify pause onset and offset, which are proportional to CS-US interval, with no significant correlation between onset and offset.
The engram encoding the interval between the conditional stimulus (CS) and the unconditional stimulus (US) in eyeblink conditioning resides within a small population of cerebellar Purkinje cells. CSs activate this engram to produce a pause in the spontaneous firing rate of the cell, which times the CS-conditional blink. We developed a Bayesian algorithm that finds pause onsets and offsets in the records from individual CS-alone trials. We find that the pause consists of a single unusually long interspike interval. Its onset and offset latencies and their trial-to-trial variability are proportional to the CS-US interval. The coefficient of variation (CoV = sigma/mu) are comparable to the CoVs for the conditional eye blink. The average trial-to-trial correlation between the onset latencies and the offset latencies is close to 0, implying that the onsets and offsets are mediated by two stochastically independent readings of the engram. The onset of the pause is step-like; there is no decline in firing rate between the onset of the CS and the onset of the pause. A single presynaptic spike volley suffices to trigger the reading of the engram; and the pause parameters are unaffected by subsequent volleys. The Fano factors for trial-to-trial variations in the distribution of interspike intervals within the intertrial intervals indicate pronounced non-stationarity in the endogenous spontaneous spiking rate, on which the CS-triggered firing pause supervenes. These properties of the spontaneous firing and of the engram read out may prove useful in finding the cell-intrinsic, molecular-level structure that encodes the CS-US interval.

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