Consistent hierarchies of single-neuron timescales in mice, macaques and humans
Zachary R ZeisleriD, Matthew Love, Ueli RutishauseriD, Frederic M. StolliD, Peter H. RudebeckiD
Abstract
The intrinsic timescales of single neurons are thought to be hierarchically organized across the cortex. This conclusion, however, is primarily based on analyses of neural responses from macaques. Whether hierarchical variation in timescales is a general brain organizing principle across mammals remains unclear. Here we took a cross-species approach and estimated neuronal timescales of thousands of single neurons recorded across multiple areas in mice, monkeys, and humans 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. HighlightsO_LISimilar hierarchies of single neuron timescales exist across humans, macaques, and mice C_LIO_LIHumans diverge from an otherwise conserved hierarchy in amygdala and OFC C_LIO_LITimescale variability in ventral frontal cortex is not entirely related to cytoarchitecture C_LI
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 10
- FWCI
- 5.70
- Field percentile
- top 3%
- Organism
- Assay
- Research Focus
- Approach
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Hierarchical gradients of multiple timescales in the mammalian forebrain
Min Jeong Song, Eun Ju Shin, … Se‐Bum Paik·Proceedings of the National Academy of SciencesPeer-reviewed·Dec 13, 2024
- Brain-wide organization of intrinsic timescales at single-neuron resolution
Yan-Liang Shi, Roxana Zeraati, … Tatiana A. Engel·bioRxiv·Aug 30, 2025
- Hierarchical Timescales in the Neocortex: Mathematical Mechanism and Biological Insights
Songting Li, Xiao‐Jing Wang·Proceedings of the National Academy of SciencesPeer-reviewed·Feb 2, 2022
- Neuronal timescales are functionally dynamic and shaped by cortical microarchitecture
Richard Gao, Ruud L. van den Brink, … Bradley Voytek·eLifePeer-reviewed·Nov 23, 2020
- Multiple timescales of neural dynamics and integration of task-relevant signals across cortex
Mehran Spitmaan, Hyojung Seo, … Alireza Soltani·Proceedings of the National Academy of SciencesPeer-reviewed·Aug 24, 2020
- Network and hierarchical organization of intrinsic timescales in the human brain
Bryan M. Krause, Emma F Bublitz, … Matthew I. Banks·bioRxiv·Jul 2, 2026