Consistent Hierarchies of Single-Neuron Timescales in Mice, Macaques, and Humans

The intrinsic timescales of single neurons are thought to be hierarchically organized across the cortex, but whether hierarchical variation in timescales is a general brain organizing principle across mammalian species remains unclear. Here, we took a cross-species approach and estimated neuronal timescales of thousands of single neurons recorded across frontal cortex, amygdala, and hippocampus in mice, monkeys, and humans of both sexes using a task-agnostic method. We identify largely consistent hierarchies of timescales in frontal and limbic regions across species: hippocampus had the shortest timescale whereas anterior cingulate cortex had the longest. Within this scheme, variability across species was found, most notably in amygdala and orbitofrontal cortex. We show that variation in timescales is not simply related to differences in spiking statistics nor the result of cytoarchitectonic features such as cortical granularity. Thus, hierarchically organized timescales are a consistent organizing principle across species and appear to be related to a combination of intrinsic and extrinsic factors.

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Publication Details

Journal
Journal of Neuroscience
Published
2025-04-03
DOI
https://doi.org/10.1523/jneurosci.2155-24.2025
Citations
9
Primary Topic
Neural dynamics and brain function
Type
article
Field-Weighted Citation Impact
12.88
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article

Consistent Hierarchies of Single-Neuron Timescales in Mice, Macaques, and Humans

Ueli Rutishauser, Matthew Love, Peter H. Rudebeck, Zachary R Zeisler et al.
9 citations
Journal of Neuroscience
Neural dynamics and brain function
12.88
article

Consistent Hierarchies of Single-Neuron Timescales in Mice, Macaques, and Humans

Ueli Rutishauser, Matthew Love, Peter H. Rudebeck, Zachary R Zeisler, Frederic M. Stoll
article en
9 citations

Abstract

The intrinsic timescales of single neurons are thought to be hierarchically organized across the cortex, but whether hierarchical variation in timescales is a general brain organizing principle across mammalian species remains unclear. Here, we took a cross-species approach and estimated neuronal timescales of thousands of single neurons recorded across frontal cortex, amygdala, and hippocampus in mice, monkeys, and humans of both sexes using a task-agnostic method. We identify largely consistent hierarchies of timescales in frontal and limbic regions across species: hippocampus had the shortest timescale whereas anterior cingulate cortex had the longest. Within this scheme, variability across species was found, most notably in amygdala and orbitofrontal cortex. We show that variation in timescales is not simply related to differences in spiking statistics nor the result of cytoarchitectonic features such as cortical granularity. Thus, hierarchically organized timescales are a consistent organizing principle across species and appear to be related to a combination of intrinsic and extrinsic factors.

Journal of NeuroscienceVol. 45(19)
California Institute of Technology (US), Cedars-Sinai Medical Center (US), Allen Institute for Brain Science (US)
Life below water
Openalex Percentile: Top 1%
Neural dynamics and brain function
12.88
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Consistent Hierarchies of Single-Neuron Timescales in Mice, Macaques, and Humans — Ueli Rutishauser, Matthew Love, et al. · Journal of Neuroscience (2025) | TGRS Research Map | TGRS